OpenCV-finetuned / README.md
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metadata
tags:
  - sentence-transformers
  - sentence-similarity
  - feature-extraction
  - generated_from_trainer
  - dataset_size:160000
  - loss:MarginDistillationLoss
base_model: HZeroxium/paraphrase-multilingual-MiniLM-L12-v2-job-cv-multi-dataset
widget:
  - source_sentence: roto rooter benefits
    sentences:
      - >-
        job description We believe that service starts inside the organization
        and embrace a concept called “People First.” At RH, you will create
        results with an inspiring team in a creative environment with
        opportunities for career advancement. BENEFITS Great benefits package
        with premier medical, dental and vision partners Rewarding paid time-off
        plans, including vacation, sick time, personal days, company holidays
        and more Substantial associate discount of 50% off regularly priced RH
        merchandise and 30% off sale items Access to all RH Members Program
        benefits, including complimentary design services High-value discounts
        with respected national vendors, partners and retailers Generous
        Referral Bonus Program to reward associates for recruiting top talent
      - >-
        job description OVERVIEW Imagine your Mondays as exciting as
        Fridays…having an impact…being part of an entrepreneurial team where you
        count…having the tools you need to succeed. Roto-Rooter Services Company
        has the opportunity you have been looking for. We are America’s largest
        plumbing and drain cleaning company and the name that homeowners and
        businesses turn to for select quality services. We are proud of our more
        than 80-year history, but it’s our future that has us so excited!
        Because we are expanding rapidly through acquisitions and internal
        growth, we have an excellent opportunity available for an EXCAVATION
        SALES REPRESENTATIVE. RESPONSIBILITIES In this role you will: Follow up
        with current customers to provide solutions to their most challenging
        plumbing and drain cleaning issues. This will include visiting the
        customer site when plumbing troubles were not solved on the first visit.
        You will use the latest technology to identify cause, determine
        solutions, provide quote, and close the sale. On an on-going basis, you
        will follow up with customers who have received quotes and turn these
        opportunities into revenue. You will also develop additional business
        opportunities by selling Roto-Rooter’s preventative maintenance and
        priority care programs. REQUIREMENTS We are looking for a self-starter
        who is organized and thorough with attention to detail and follow-up who
        thrives in a bustling environment. Did I mention multi-task? Plumbing
        experience is not required, but sales experience is. Previous selling
        in-home services is strongly desired. Excellent oral and written
        communication is essential along with a working knowledge of various
        software programs. BENEFITS At Roto-Rooter we believe that investing in
        our employees is the best investment we can make. We also care about the
        health and welfare of our employees and their families. That’s why we
        are proud of our extensive employee benefit package including: Medical
        Benefits Prescription Drug Card Dental Insurance Paid Vacation Life
        Insurance 401K Savings Plan Tuition Reimbursement EEO STATEMENT We are
        an equal opportunity employer and all qualified applicants will receive
        consideration for employment without regard to race, religion, color,
        sex, gender, age, national origin, veteran status, military status,
        disability, gender identity, sexual orientation, genetic information, or
        any other characteristic protected by law. ADVERTISING TAGS IN1231 PM1
      - >-
        job description Sandbox Commerce is a fully-funded e-commerce startup
        that helps online retailers create mobile apps within a few days. We're
        looking for a BDR who will act as the tip of the spear! The BDR will be
        responsible for talking with founders, marketing and e-commerce
        directors, generating interest and setting appointments with a product
        specialist This person should be comfortable with executing an existing
        sales process but also be ready to give feedback to improve the cycle
        and iteratively create a great outbound selling machine.
        Responsibilities Include: Qualifying leads from marketing campaigns as
        sales opportunities Contacting potential through cold calls and emails
        Presenting our solutions to potential clients Job Brief Sandbox Commerce
        is looking for a Business Development Representative to act as the
        liaison between our marketing opportunities and our Product Experts.
        Your role will be to seek new business opportunities by contacting and
        developing relationships with potential customers. To be successful in
        this role, you should have previous experience developing leads from
        marketing campaigns and meeting sales quotas. You will use your
        communication skills to cultivate strong relationships with customers,
        from first contact until you close the deal. You will also ensure proper
        after-sales service. If you are motivated and results-driven, and enjoy
        working in a team environment, we’d like to know more. Ultimately, you
        will boost sales and contribute to our long-term business growth.
        Responsibilities Qualify leads from marketing campaigns as sales
        opportunities Contact potential clients through cold calls and emails
        Present our company to potential clients Proactively seek new business
        opportunities in the market Set up meetings or calls between prospective
        clients and product experts Report to Executive Leadership Team on
        Daily/Weekly/Monthly sales results Requirements Proven work experience
        as a BDR, SDR, SAE or similar role Hands-on experience with multiple
        sales techniques Track record of achieving sales quotas Experience with
        CRM software (e.g. HubSpot) Understanding of sales performance metrics
        Excellent communication and negotiation skills Job Type: Full-time
        Salary: $35,000.00 to $65,000.00 /year Experience: B2B Sales: 3 years
        (Required) Additional Compensation: Commission Work Location: Fully
        Remote Management: Team Lead Typical start time: 8AM Typical end time:
        5PM This Company Describes Its Culture as: Detail-oriented -- quality
        and precision-focused Aggressive -- competitive and growth-oriented
        Outcome-oriented -- results-focused with strong performance culture
  - source_sentence: what is the role of biotechnology in nanotechnology
    sentences:
      - >-
        cv EPIC INFORMATION TECHNOLOGY SPECIALIST Summary Seeking a position in
        the field of Bio-Pharma where I can utilize and contribute my skills in
        an ingenious manner. Skills Microbial testing, endotoxin- LAL Test. Nano
        particle Size and Charge analysis by Malveren Nano ZS 90. Protein
        extractions. HPLC handling and Chromatography techniques. Polymerase
        chain reaction (PCR) technique. EPIC care. Experienced in Method
        development, Method Validation, Method verification and Method transfer
        of new analytical methods Wet chemistry techniques. MS office, Efficient
        Internet Browsing, SAS programming, EPIC care. Experience 04/2017 to
        06/2017 EPIC Information Technology Specialist Company Name - City ,
        State Supported physicians and nurses with updating work list and
        flowsheet information. Provided instructions to staff on the use of EPIC
        Care. Provided support during the go-live. Nanotechnology THz biological
        imaging. 01/2016 to 11/2016 Research Associate Company Name - City ,
        State Study of Tera Spectra and Tera imaging. Analytical testing and
        method development and method validation. THz imaging for
        nanotechnology: The relationship between nanotechnology and THz is
        bidirectional, in the sense that the concurrent developments can
        contribute to both technologies. THz modalities have helped the
        expansion of nanotechnology. Maintenance and Calibration of Analytical
        Instruments such as HPLC, UPLC, UV, FT-IR, Dissolution apparatus, pH
        meter and analytical balances. Nanotechnology could help in the
        development of high-resolution, sensitive and portable detectors and new
        efficient sources for THz imaging purposes. Capillary electrophoresis
        (CE) methods used in submillimeter diameter capillaries and in micro and
        nanofluidic channels. Performed the Biotechnology techniques
        cytogenetics and PCR methods. Created Standard Operating Procedures
        (SOP) for instrumental analysis. Fundamental lab procedures including
        pipetting, buffer preparation, weighing. Recorded laboratory data and
        graphed the results to identify significant variations. Prepared reports
        complying with FDA, ISO, cGMP and internal regulations; and coordinated
        material, instrument and process validations. Maintained lab set up by
        ordering common supplies and chemicals. Titanium dioxide nanoparticles
        with blank terahertz scanning reflectometer. 11/2013 to 12/2015 Company
        Name - City , State Determine their thickness profile. Analytical
        testing and method development and method validation. Confirming the
        ability of this technique to resolve small variations in Ti02 layer
        thickness and consequently adsorption. Capillary electrophoresis (CE)
        methods used in submillimeter diameter capillaries and in micro- and
        nanofluidic channels. Chromatographic techniques (GC). Developed new
        analytical methods based on testing results. Created Standard Operating
        Procedures (SOP) for instrumental analysis. Performed a variety of
        technical laboratory functions in the operation and maintenance of
        laboratory equipment calibrating. Prepared reports complying with FDA,
        ISO, cGMP and internal regulations and coordinated material, instrument
        and process validations. Maintenance and Calibration of Analytical
        Instruments such as HPLC, UPLC, UV, FT-IR, Dissolution apparatus, pH
        meter and analytical balances. Fundamental lab procedures including
        pipetting, buffer preparation, weighing. Essential to develop a new
        compound of antibiotics. 12/2010 to 04/2012 Research Associate Company
        Name - City Isolation, identification, Bioprocessing and
        characterization of secondary metabolites from the soil screened
        microorganism. Screening of soil actinomycetes from the different soil
        samples. Taxonomical studies for antibiotic producing isolates.
        Morphological and cultural characterization. Total genomic DNA isolation
        & PCR & Cloning of polyene CYP gene (cytochrome P-450 hydroxlase).
        Bioprocessing for antibiotic production. Biological activity such as
        Antimicrobial activity, cytotoxic activity, Genotoxic activity. Research
        will be constant requirement for new antibiotic compounds to overcome
        the resistant capacity in microorganisms. Fundamental lab procedures
        including pipetting, buffer preparation, SDS-PAGE, tissue culture,
        RNA/DNA manipulations. Achievement. GOLD MEDAL for securing highest
        marks in Master of Pharmacy, JSS College of Pharmacy. Awarded cash price
        for M. Pharm Dissertation work by "TAMILNADU PHARMACEUTICAL WELFARE
        TRUST", 2013 Seminars/Workshops attended. Participated in "Indo-European
        Symposium on Alternative Approaches to Animal Testing" on Dec.8, 2010 at
        JSS College of Pharmacy, Ooty. Participated in "national workshop on
        potentials of medicinal plants of Nilgiri Biosphere reserve" on December
        8-10th, 2011 at JSS College of pharmacy, Ooty. Indian Pharmaceutical
        Student Congress-2009 held in Bangalore. Indian pharmaceutical
        congress-2011 held in Bangalore. Experimental skills. Basic
        Biotechnological experiments (in-vitro and in-vivo). Skillful in
        handling cell-lines. Mammalian Cell Culture). Aseptic handling of
        Micro-organism. Electrophoresis Gel-documentation Techniques. DNA
        isolation and RNA/DNA/protein extractions. Operational knowledge of
        analytical instrumentation like HPLC, GC, LC/MS, UPLC, TLC,. FTIR,
        UV-VIS spectrophotometer, and KF coulometer,. Wet chemistry techniques.
        Education and Training August 2012 Master of Pharmacy : Bio Technology
        JSS College of Pharmacy - City India Bio Technology 3.80/4.0 May 2010
        Bachelor of Pharmacy Kakatiya University - City India 3.60/4.0 Skills
        Epic go-live, Basic, Biotechnology, Calibration, Cell Culture,
        chemistry, Dec, DNA, documentation, ELISA, experiments, FT-IR, FTIR, GC,
        HPLC, imaging, ISO, laboratory equipment, MS office, PAGE, PCR,
        producing, programming, requirement, Research, SAS, scanning, Seminars,
        SOP, Symposium, UV, Validation, weighing, Workshops
      - >-
        job description Generate Sales Produce sales gains, by providing
        customer service. To meet or exceed Company Objectives in all individual
        statistics. Learn to provide consistent, documented appraisal of an
        associate’s sales performance. Provide support by giving feedback on
        areas of strength and opportunity while keeping in line with Company
        Objectives. Adhere to current visual guidelines includes: proper
        merchandising, signage and store cleanliness. Maintain a professional
        appearance consistent with Company Dress Code Policy. Control Expenses
        Protect Company assets within guidelines of LIDS Retail policies. Assist
        in preparation of store work schedules that provide proper store
        coverage and are within the Company guidelines for wage control. Follow
        all policies to accurately manage store inventory including receiving,
        transferring, completing price change and conducting product counts.
        Complete accurate product counts in a consistent and timely manner.
        Perform proper documentation and record keeping per LIDS Retail policies
        as well as state and federal laws. Open and close the store as required
        following the procedures per the Operations P&P Manual. Supervise
        Associates Participate in LIDS Training Programs, adhere to set goals
        (for sales and tasks) and regular follow up. Assist in recruiting and
        training store personnel on proper store operations and procedures.
        Encourage store associates’ direct compliance of established company
        policies, procedures and guidelines including (but not limited to)
        safekeeping of company inventory, funds and property. Perform work of
        subordinates as needed. Communicate with employees at all levels of the
        company. Other duties as assigned. Requirements EDUCATION AND/OR
        EXPERIENCE High school diploma or equivalent plus one year relative
        experience. Established ability to produce sales results while
        minimizing loss. Strong interpersonal skills and the ability to
        communicate verbally in a clear professional manner. Ability to operate
        a computer, as well as maneuver relative software programs. Ability to
        lift up to 50 pounds. Ability to climb a ladder and work with hands
        overhead. Standing required for up to 100% of the work time. Ability to
        work unsupervised.
      - >-
        job description We are Bloomberg Enterprise Data - fast paced,
        innovative and fast-growing. We have worked hard and smart to become the
        $1B business we are today. We collaborate closely with our clients,
        taking the time to understand their unique businesses while focusing on
        specific data and technology needs. We have an endless selection of data
        sets covering all asset types. We have multiple delivery technologies.
        This allows our clients to get exactly the data they need, when they
        need it, in the format they prefer. What's the role? Enterprise Quant
        Specialist Sales covering buy-side and sell-side accounts in the
        Americas. You will be part of a newly established audience based
        specialist team tasked to grow business footprints among quantitative
        and systematic trading firms. You will be responsible for the sales and
        retention of our quantitative data and technology suite of offerings.
        This includes our BPIPE real-time market data feeds, our real-time
        volatility data feeds, Event Drive feeds, Fundamental Data, Supply Chain
        Data, ESG, and alternative datasets for quantitative investing and
        trading. You will work directly with quantitative traders, portfolio
        managers, and data scientists to gain a clear understanding of their
        business needs so that you can provide consultative solutions that
        address their needs and solidify us as a trusted business partner.
        You'll bring with you a deep understanding of market data and
        alternative data around quantitative investing processes. You will
        demonstrate how high quality market data and alternative data delivered
        via managed solutions can help generate alpha, automate trading, lower
        TCO, and improve ROI. Get ready to showcase the credibility you have
        achieved through a proven competency of enterprise selling across
        quantitative investing firms and knowledge on data science. You are well
        versed in forming trusted relationships with quantitative focused
        clients, C-level executives, experienced with long selling cycles and
        confident in communicating how our data and technology solutions will
        help to achieve their overall business goals. We'll trust you to: Drive
        annual sales and revenue targets for a defined territory Build and
        execute on sales strategies while collaborating with other internal
        sales and account management groups as required Assist Enterprise Sales
        members across the organization on learning how to identify quantitative
        sales opportunities Effectively build a sales pipeline and accurately
        handle forecasts throughout the sales cycle Read white paper and explain
        data computing methodology in depth to quantitative focused clients
        Maintain strong product knowledge of the full Quantitative Data and
        Technical Solutions suite, its integration points with other Bloomberg
        products and competitor/3rd party offerings Acquire knowledge of
        customer quantitative investing processes, data & technology stacks,
        workflows, and internal structure You'll need to have: Strong track
        record in consultative selling in or to the financial markets
        Familiarity with data science and quantitative investing processes
        Skilled in establishing, developing and maintaining key relationships
        within strategic quantitative investing accounts, including senior
        client relationships at C-levels Advanced Degree in Finance or Data
        Science is helpful Willingness for regular business travel If this
        sounds like you: Apply if you think we're a good match. We'll get in
        touch to let you know what the next steps are, but in the meantime feel
        free to have a look at this:
        http://www.bloomberg.com/enterprise/?utm_source=bloomberg-menu&bbgsum=DG-WS-09-13-ES-bbgmenu
        We are an equal opportunity employer and value diversity at our company.
        We do not discriminate on the basis of race, religion, color, national
        origin, gender, sexual orientation, age, marital status, veteran status,
        or disability status.
  - source_sentence: who is the gift planning specialist for villanova university
    sentences:
      - >-
        job description Posting Number: 20192243S Position Title: Gift Planning
        Specialist Position Type: Staff Location: Villanova, PA Recruitment
        Type: Internal/External Applicants Work Schedule: full-time/12-months
        Avg Hours Week Department: 604 - University Advancement Position
        Summary: The Gift Planning Specialist, reporting to the Director of Gift
        and Estate Planning, serves as a member of the Office of Gift and Estate
        Planning. The Specialist will be responsible for managing the
        University’s legacy society, the 1842 Heritage Society. This will entail
        substantial donor interaction, primarily by phone, but also through
        events and face-to-face visits locally. This position will also be
        responsible for assisting with the marketing and donor identification on
        behalf of the Office of Gift and Estate Planning. The Specialist will
        bring a balance of relationship building and creativity to this
        position. This position will have no supervisory responsibilities.
        Villanova is a Catholic university sponsored by the Augustinian order.
        Diversity and inclusion have been and will continue to be an integral
        component of Villanova University’s mission. The University is an Equal
        Opportunity/Affirmative Action employer and seeks candidates who
        understand, respect and can contribute to the University’s mission and
        values. Duties and Responsibilities: Manage a portfolio of donors for
        the express purpose of donor stewardship, including phone calls and
        local visits to donors. The donor portfolio may expand to include
        cultivating and soliciting planned giving prospects. Develop, implement
        and/coordinate outreach to planned giving prospects. Proactive outreach
        can occur by phone, email/mail, or in-person, and will be based on
        existing data and analytics implemented by the Specialist in partnership
        with University Advancement colleagues. Assist with the department’s
        proactive marketing plan to support existing planned giving donors and
        to discover new planned giving prospects. This will focus on
        interviewing donors for the creation of donor profile stories, assisting
        with the follow-up on annual or semi-annual surveys, and managing the
        production of brochures and other planned giving literature. Support
        planned giving events, including development of invitation/mailing
        lists, coordination and distribution of invitations, and on-site event
        support. Perform additional duties or projects as assigned. Minimum
        Qualifications: Bachelor’s degree required 3+ years of experience in
        front-line fundraising, fundraising communications, or fundraising
        stewardship. Other sales / business development experience may be
        substituted. Knowledge of planned giving tools, techniques and giving
        vehicles A strong knowledge of and desire to associate with Villanova
        University’s mission. Ability to manage up and influence others Must be
        able to work collaboratively Attention to detail Professional and
        creative writing skills Knowledge of data management and analytics
        Ability to communicate effectively to diverse groups of external and
        internal constituents. Ability to analyze data and use data to improve
        outcome Ability to write creatively, with passion and purpose Knowledge
        of general office equipment including personal computers, word
        processing software, spreadsheet software and database software required
        Preferred Qualifications: Knowledge of PG Calc software a plus Physical
        Requirements and/or Unusual Work Hours: Ability to work evenings and
        weekends as necessary. Special Message to Applicants: Posting Date:
        08/30/2019 Closing Date (12am ET): Salary Posting Information:
        Commensurate with experience. Salary Band: I Job Classification: exempt
        References Needed References Needed Minimum Number of References Needed
        3 Maximum Number of References Needed 3
      - >-
        job description Position Summary: The Leasing Consultant would be
        responsible for responding to all prospect calls, walk-in visits, and
        internet inquiries in a professional manner while presenting the
        apartment community in a positive light. Responsibilities: Showcasing
        the property to prospects and converting them to qualified residents
        Answering telephones Recording traffic Marketing and outreach
        Demonstrate strong professionalism and integrity while representing
        Dominium Qualifications: At least 2 years of previous leasing or sales
        experience Ability to work evenings and weekends Ability to work on-call
        Market Rate experience preferred Yardi software experience preferred
        Ability to work independently and demonstrate strong judgment About Us:
        Dominium is one of the leading affordable housing development and
        property management companies nationwide. We have operations in more
        than 20 states and over 900 employees. For over 45 years, we have
        offered excellence to the development and management of affordable
        housing communities across the United States. Dominium’s values are
        built upon the company’s mission and vision, and include: creating
        long-term value, integrity, developing people, and growth. We offer a
        competitive salary, incentive bonus program, training and development
        programs, career growth opportunities, community volunteer and outreach
        program, and comprehensive benefits package for eligible employees
        including: Medical, Dental, Life & Disability, Paid Time Off,
        401(K), Flexible Spending Accounts, Employee Recognition & Wellness
        Programs. If you would like to be a part of a rapidly growing company
        and have an interest in the property management and development
        industry, Dominium is the place for you! Education Required High School
        or better Preferred Some college or better Skills Required Strong
        Computer Literacy Strong Organizational Skills Basic Leasing Skills
        Communication Phone Skills Customer Service Skills Detail Oriented
        Preferred Market Rate Experience Bilingual Yardi Experience MS Office
        Experience Ability to Work Independently Behaviors Preferred Team
        Player: Works well as a member of a group Enthusiastic: Shows intense
        and eager enjoyment and interest Motivations Preferred Ability to Make
        an Impact: Inspired to perform well by the ability to contribute to the
        success of a project or the organization Growth Opportunities: Inspired
        to perform well by the chance to take on more responsibility Peer
        Recognition: Inspired to perform well by the praise of coworkers Goal
        Completion: Inspired to perform well by the completion of tasks
      - >-
        job description Responsibilities Support the deal desk finance team by:
        Analyzing and closing out deals consisting of new, existing, and upsell
        opportunities Updating revenue amortization schedules within Netsuite
        Supporting the deal desk management team by providing timely ad hoc
        reporting on critical issues Reconcile month end MRR report to ensure
        accuracy Be the key Finance business partner supporting the Marketing
        team. Prepare monthly and quarterly Marketing management reporting -
        analyze results, distil/synthesize key trends, assess current and future
        business risk, and communicate key messages to management Track and
        report Overtime spend across the business Become embedded with business
        partners across the company, establishing trust, building relationships
        and gaining a deep understanding of relevant drivers Support the annual
        budget, quarterly forecast and long-term strategic planning processes
        Requirements Expertise in building Excel-based financial models, with an
        emphasis on aggregating and analyzing data to provide actionable
        insights 2-4 years of relevant finance experience preferred, SaaS
        experience strongly preferred Four year university degree in finance,
        economics or accounting required Strong financial and operational
        planning skills Excellent communication skills (written and verbal) with
        experience developing and delivering presentations Ability to influence
        at all levels of an organization Ability to multitask effectively,
        working in team environments or independently Must be driven and highly
        motivated and able to work in a fast-paced environment. Experience with
        NetSuite is a plus About BrightEdge BrightEdge Technologies, Inc.
        (www.BrightEdge.com) is privately held and the leader in cloud-based SEO
        and Content Performance Marketing solutions for over 1200 enterprise,
        corporate, and agency customers and 9000 brands. The BrightEdge platform
        boosts their marketing performance by streamlining, automating, and
        integrating search optimization, social marketing, and content
        performance management capabilities for its customers. Advanced
        BrightEdge technology delivers visibility, executable recommendations,
        competitive insights, and dynamic performance metrics. With the largest
        technology, sales, and customer success teams in our industry, we help
        customers innovate and execute to achieve superior marketing
        performance.
  - source_sentence: what are the benefits of working in inside advertising
    sentences:
      - >-
        job description Prefer Office Based in Waltham or Homebased in MA
        PAREXEL has an excellent opportunity for a Project Director to join our
        Corporate Strategy PMO. The primary role of the Project Director is to
        lead and facilitate the planning and execution of corporate strategic
        initiatives. The Project Director proactively collaborates with PAREXEL
        internal project teams and others involved in the delivery of the
        initiatives (including subject matter experts, PAREXEL functions,
        external consultants and vendors), and management stakeholders. General
        areas of responsibility include: business case development; creation and
        updating project plans/work plans, milestone planning and
        identification/management of critical path; resource planning; project
        implementation including mobilization, ongoing liaison and partnering
        with cross-functional teams; dependency and risk/issue identification
        and tracking with appropriate escalation; ensuring that projects are
        progressing according to plan; managing the project budget; ensuring
        timely completion of actions; production of key progress reports;
        tracking and assimilation of savings/benefit realization and KPI data;
        facilitate the planning and coordination of change management, training,
        communications and other deployment activities; preparation and
        presentation of materials for internal meetings; management of
        communication between internal stakeholders. Key Accountabilities:
        Project Implementation, Control & Evaluation: Lead the project
        management of initiative(s) to ensure completion within budget and
        schedule, with successful implementation and adoption, and achievement
        of anticipated benefits. Support development of business case, including
        costs/budget and benefits to be used to measure success. Define scope
        and create project plan/workplan, plan milestones and identify critical
        path. Develop resource plan with appropriate cross-functional
        representation and plan workstreams; mobilize teams. Facilitate creation
        of change management, communication, training and support plans, and
        incorporate into overall project plan to ensure successful deployment
        and adoption in the business, working with internal stakeholders and
        SMEs. Establish baseline metrics and mechanisms to track benefits.
        Review and manage project costs. Lead, facilitate and participate in
        project team meetings and discussions. Update status reports, project
        plans, resource plans, dependency and risk/issue tracking logs to
        record, measure and manage progress. Collate input from workstreams as
        appropriate. Identify and escalate areas that require further review and
        communicate with stakeholders to resolve, ensuring timely follow up of
        actions. Revise plans as required and communicate changes to
        stakeholders. Provide updates to PMO at required frequency and
        proactively communicate any issues or risks that could impact
        achievement of objectives. Support Finance Business Partner with
        collection and assessment of benefit realization data, KPIs and other
        key metrics, and costs at required frequency. Support the review of
        project variances (actual or forecast) and identification of plans to
        resolve any variance. Support production and presentation of materials
        for meetings. Support completion of ad-hoc requests by management.
        Support Initiative Management Capability Development: Work with the PMO
        team to develop and enhance templates, processes and systems, and help
        drive their adoption as appropriate. Lead, promote and facilitate best
        practices for initiative execution and program management, including
        supporting capture, curation and implementation of lessons learned, role
        modelling and coaching of colleagues Qualifications Qualified candidates
        for this role will possess: Skills: Excellent program/project management
        and control skills. Advanced problem-solving skills and ability to
        summarize complex situations into key points. Strong influencing skills
        and ability to engage and lead teams. Highly motivated, self-starting,
        with strong results orientation. Strong verbal & written
        communication, interpersonal, and negotiation skills (mainly internally
        and often at higher levels). Advanced knowledge of the Microsoft Office
        software packages such as Excel, MS Project, Visio, PowerPoint.
        Demonstrated strong organizational skills and ability to take structured
        approach to varied work assignments. Strong team player who is dedicated
        to making cross-functional, culturally diverse and geographically
        distributed teams successful. Strong meeting facilitation and
        presentation skills. Aptitude to interface with all levels of staff,
        including top management. Knowledge and Experience: Proven relevant
        experience with managing large, complex programs in healthcare,
        consultancy, or contract research organization. Familiarity with project
        management methodology ideally in combination with a background in a
        functional business area such as human resources, finance, accounting,
        marketing / sales or clinical studies. Experience with organizational
        change management. Education: Bachelor’s degree in a science-related
        field, management or business administration, with an advanced technical
        degree or MBA desirable. PMP or equivalent desirable. Other: Some travel
        may be required. EEO Disclaimer Parexel is an equal opportunity
        employer. Qualified applicants will receive consideration for employment
        without regard to legally protected status, which in the US includes
        race, color, religion, sex, sexual orientation, gender identity,
        national origin, disability or protected veteran status.
      - >-
        job description POSITION SUMMARY: The Enterprise Inside-Sales Rep is
        responsible for driving new business opportunities, up-selling and
        cross-selling to customers across a wide range of high tech products and
        solutions. This position requires an aggressive “hunter” mentality with
        the ability to create and work leads within the Telecommunications &
        Technology space.Essential Functions: Cold call prospective accounts to
        identify and schedule appointments for Field Sales team. Answer all
        inbound phone, emails, chat messages from various communications
        channels Triage inbound webforms, reviewing new submissions and send
        viable leads to the correct ISR, based on geography Schedule meetings
        with target customers in specific US regions Research contacts/leads for
        target customers in specific regions of US Plan and prioritize sales
        activities and prospect contacts towards achieving stated targets.
        Manage product mix, according to agreed business goals. Propose client
        solutions to prospective customers and through the appropriate
        propositions and ethical sales methods. Respond to and follow-up on
        sales inquiries in a timely and effective manner. Use customer and
        prospect contact activities tools and systems and update relevant
        information/data into these systems. Attend meetings and present
        business results and opportunities at external customer meetings and
        internal meetings, with other company constituents. Attend initial and
        ongoing training to develop required knowledge, techniques and skills
        necessary to accurately articulate client solutions. Service client
        needs, as instructed. Back-up ISR team-members when unavailable due to
        PTO or other absences US Based travel required Preferred Skill Set &
        Background: Strong prospecting, verbal & written communications
        skills-mandatory Exceptional time management skills and ability to
        effectively multi-task Excellent relationship building skills Ability to
        generate leads while achieving a high level of customer and partner
        satisfaction High-Tech, Telecom and Wireless Background mandatory
        Professional training in strategic, value vision, solutions selling or
        social selling, a plus Background selling business-to-business or
        appointment setting or lead generation, mandatory Experience with
        SalesForce.com, Excel, PowerPoint, Word and other internal information
        tools are required Self-motivated and able to work in a virtual
        environment Education: College degree, required Competitive benefits
        including: Ability to work from home Hardware Provided Medical Insurance
        Paid Vacation/Personal/Sick Days STD/LTD Benefits The RM Factory is an
        Equal Opportunity Employer. It is our policy to provide equal
        opportunity in all areas of employment practice to assure that there
        shall be no discrimination against any applicant for employment because
        of race, color, religion, disability, sex, national origin or age.
        Background checks, employment verification and drug testing are all
        required for employment. Job Type: Full-time Benefits: Health insurance
        Dental insurance Vision insurance Paid time off Flexible schedule
        Parental leave Professional development assistance Paid Training: Yes
        Management: Ops Manager Schedule: Monday to Friday
      - >-
        job description Inside Advertising Sales Executive: Professional Sports
        Publications -Charlotte, NC The Job at a Glance: Our Inside Sales
        Representatives at Professional Sports Publications sell online and
        print advertising space to local, regional and national businesses of
        all sizes throughout the US. We provide a professional environment with
        competitive compensation and benefits package commensurate with
        experience and performance. Our compensation is $45,000 per year.
        Additional commissions can be earned above and beyond as well.
        Additionally, we offer employee benefits which include: employer
        contributed medical premiums for both employee and dependents, flexible
        spending account (FSA), 401(k), and paid time off. What We Are Looking
        For/Elements of the Job: No experience needed. Professional Sports
        Publications gives you all the skills! We want to work with
        money-motivated go getters who are confident in their ability to succeed
        in a high pressure work environment. You must love talking to people, as
        this job requires you to be on the phone constantly. You will spend your
        time making contact and building relationships with business owners all
        over the nation. Leads are provided for our Inside Sales Representatives
        so they can focus on making the sale and closing the deal vs spending
        their time prospecting. Our Inside Sales Representatives thrive on
        competition. We have created a unique work atmosphere that fosters
        results while still maintaining a casual, fun feel We are looking for
        someone who loves a challenge. - Our training program is designed to be
        an on going process with a helpful management team that is invested in
        the success of each of our Inside Sales Representatives. Work hard, play
        hard mentality; we reward our employees with fun incentives and a
        competitive pay structure. Perks: Awesome incentives for both sales made
        and referrals Incentives include (but are not limited to): Sales
        incentives for company trips to resorts in Jamaica ,* *Cancun ,* *Miami
        , *Puerto Ricoand many more! (Check out www.pspsports.com to see
        pictures and highlights of all company trips).Monthly sales incentives
        for financial bonuses, tickets to sporting events & concerts, etc.
        Office wide social events including company happy hours, bowling, BBQ’s,
        basketball tournaments, boat cruises and more. Uncapped commissions for
        unlimited earning potential, and opportunity for advancement Casual
        dress code - no suit, no tie, no problem! There is a great work/life
        balance because this is not a “take your work home” type of job
        Qualifications: Self motivated – Our Inside Sales Representatives are
        goal oriented and understand that their hard work results in financial
        success Outgoing, sociable, and fun – you pride yourself on being able
        to strike up a conversation with just about anyone Able to handle a fast
        paced work environment and adapt quickly to change Company: Professional
        Sports Publications is an authorized sales agent for the premier
        publishers of high quality sports and other publications. Our portfolio
        includes over 500 colleges, universities, athletic conferences and
        professional sports franchises nationwide. We specialize in the
        development and production of game programs, yearbooks and annuals
        covering all sports and special events. We strive to develop and produce
        quality sports publications that meet the needs of our clients. Our
        publications assist our clients in promoting themselves and their sports
        programs to fans, students, alumni, the media and the general public. We
        offer a wide range of services including advertising sales, layout,
        graphics and production. Our staff possesses the necessary expertise and
        technical background to assist our clients in developing quality, cost
        effective publications or improving existing ones. FOR MORE INFORMATION
        ABOUT OUR COMPANY, PLEASE VISIT WWW.PSPSPORTS.COM Professional Sports
        Publications will consider college graduates who possess a degree in any
        concentration or major. We encourage applicants of all ages and
        experience, as we do not discriminate on the basis of an applicant's
        age. Professional Sports Publications is an equal opportunity employer
        and will not discriminate against any employee or applicant on the basis
        of age, color, disability, gender, national origin, race, religion,
        sexual orientation, veteran status, or any classification protected by
        federal, state, or local law. Job Type: Full-time Salary: $45,000.00
        /year Education: Bachelor's (Required) Additional Compensation:
        Commission Work Location: One location This Company Describes Its
        Culture as: Aggressive -- competitive and growth-oriented
        Outcome-oriented -- results-focused with strong performance culture
        People-oriented -- supportive and fairness-focused
  - source_sentence: what is the role of the sales associate in lids retail
    sentences:
      - >-
        job description POSITION: Purchasing Analyst RATE/SALARY: $23-29/hr $49K
        - $60K Beatty Lumber & Millwork Co., is a leading LBM (Lumber &
        Building Material) distributor. We are currently recruiting for an
        Inventory Analyst for our Upper Darby, PA (Delaware County) facility.
        Our 97 year history is marked by consistent, steady growth which has
        significantly widened our scope of experience and capabilities as an LBM
        distributor. The Inventory Analyst/IT works closely with the Sales
        Staff, Purchasing Manager, EVP and President. In this position being
        able to evaluate, plan and monitor specific inventory levels to meet
        demand forecast and corporate financial objectives. These decisions are
        optimized based on understanding of the appropriate inventory levels
        necessary to support the company’s sales order fill rate objective
        balanced against seasonal peaks, delivery lead-times and financial
        goals. ESSENTIAL DUTIES AND RESPONSIBILITES include but are not limited
        to the following. The Company reserves the right to add to, delete,
        change or modify the essential duties and responsibilities at any time.
        All work is to be completed with minimal supervision and in accordance
        with Company standards. Other duties may be assigned as needed. Analyze
        demands daily/weekly/monthly to identify procurement requirements.
        Analyze, manage and maintain inventory levels aimed at specific desired
        days of inventory on hand optimize against seasonal peaks and sales
        order fill rate objectives. Review product/category lifecycles for
        proper sourcing and exiting strategies. Monitor order status, stock
        outages, inventory turns, forecast, and inventory stocking levels for
        sales staff and others. Work with purchasing manager to maintain best
        practices in both purchasing & needs Determine, evaluate, and
        redeploy obsolete and excessive inventory; collaborate with Sales and
        Operational leaders to orchestrate promotional sales of excess or
        slow-moving inventory. Contribute to the transition of discontinued
        products to new replacement products. Monitor and measure back order
        frequency; report variance from sales order fill rate. Analyze inventory
        to rebalance stock levels. Coordinate and monitor cycle inventory counts
        and reconciliations. Recommend standard policies & procedures to
        ensure adequate control of purchases and inventories. Maintain accurate
        inventory data including new inventory item set-up, product codes,
        product names, authorized substitutes, and stocking levels for supply
        planning and inventory management. Always represent Beatty Lumber &
        Millwork CO. with integrity and professionalism. Compete for best
        pricing; purchasing COMPETENCY: To perform the job successfully, an
        individual should demonstrate the following competencies: Inventory
        management, allocation or replenishment, financial planning or financial
        analysis. Inventory Management Principals – In-depth knowledge of
        Stocking, Inventory Turn Analysis, Inventory Ranking, and Financial
        Analysis with respect to inventory. Computer/IT – database organization,
        retrieval and analysis techniques, including ERP and Excel software
        programs. MS Office 365 Interpersonal – focus on conflict resolution
        rather than blame; maintain confidentiality; keep emotions under
        control; remain open to other’s ideas and new processes. Oral
        Communication – Speak clearly and persuasively in positive or negative
        situations; listen and get clarification; respond well to questions;
        participate in meetings. Quality – demonstrate accuracy and
        thoroughness; look for ways to improve and promote quality; apply
        feedback to improve performance, monitor own work to ensure quality.
        Quantity – meet productivity standards, complete work in a timely
        manner; strive to increase productivity. QUALIFICATIONS: To perform this
        job successfully, an individual must be able to perform each essential
        duty satisfactorily. The requirements listed below are representative of
        the knowledge skill, and/or ability required. Reasonable accommodations
        may be made to enable individuals with disabilities to perform the
        essential functions. EDUCATION/EXPERIENCE: Bachelor’s degree (BA) or
        equivalent from a 4-year College or 0-3 years related experience and/or
        training, or equivalent combination of education and experience is
        preferred. MATH ABILITY: Ability to work with mathematical concepts such
        as probability and statistical inference. Ability to apply concepts such
        as fractions, percentages, ratios and proportions to practical
        situations. REASONING ABILITY: Ability to solve practical problems and
        deal with a variety of concrete variables in situations where only
        limited standardization exists. Ability to interpret a variety of
        instructions furnished in written, oral, diagram, or schedule form.
        COMPUTER SKILLS: To perform this job successfully, an individual should
        have knowledge of Microsoft Word, Excel, PowerPoint, and other report
        writing and project planning software. Experience working in an ERP
        environment is desirable. WORK ENVIRONMENT: The work environment consist
        of office and warehouse conditions representative of distribution
        businesses nationally. Reasonable accommodations may be made to enable
        individuals with disabilities to perform the essential functions. The
        noise level in the work environment is usually moderate. PHYSICAL
        DEMANDS: The physical demands described here are representative of those
        that must be met by an employee to successfully perform the essential
        functions of this job. Reasonable accommodations may be made to enable
        individuals with disabilities to perform the essential functions. This
        is an office position. While performing the duties of this job, the
        employee is regularly required to use hands and fingers, talk, hear and
        communicate effectively. The employee is frequently required to reach
        with hands and arms. The employee is occasionally required to stand,
        walk and sit. EOE.
      - >-
        job description Generate Sales Produce sales gains, by providing
        customer service. To meet or exceed Company Objectives in all individual
        statistics. Learn to provide consistent, documented appraisal of an
        associate’s sales performance. Provide support by giving feedback on
        areas of strength and opportunity while keeping in line with Company
        Objectives. Adhere to current visual guidelines includes: proper
        merchandising, signage and store cleanliness. Maintain a professional
        appearance consistent with Company Dress Code Policy. Control Expenses
        Protect Company assets within guidelines of LIDS Retail policies. Assist
        in preparation of store work schedules that provide proper store
        coverage and are within the Company guidelines for wage control. Follow
        all policies to accurately manage store inventory including receiving,
        transferring, completing price change and conducting product counts.
        Complete accurate product counts in a consistent and timely manner.
        Perform proper documentation and record keeping per LIDS Retail policies
        as well as state and federal laws. Open and close the store as required
        following the procedures per the Operations P&P Manual. Supervise
        Associates Participate in LIDS Training Programs, adhere to set goals
        (for sales and tasks) and regular follow up. Assist in recruiting and
        training store personnel on proper store operations and procedures.
        Encourage store associates’ direct compliance of established company
        policies, procedures and guidelines including (but not limited to)
        safekeeping of company inventory, funds and property. Perform work of
        subordinates as needed. Communicate with employees at all levels of the
        company. Other duties as assigned. Requirements Education and/or
        Experience High school diploma or equivalent plus one year relative
        experience. Established ability to produce sales results while
        minimizing loss. Strong interpersonal skills and the ability to
        communicate verbally in a clear professional manner. Ability to operate
        a computer, as well as maneuver relative software programs. Ability to
        lift up to 50 pounds. Ability to climb a ladder and work with hands
        overhead. Standing required for up to 100% of the work time. Ability to
        work unsupervised.
      - >-
        job description Generate Sales Produce sales gains, by providing
        customer service. Meet or Exceed Company Objectives in all measurable
        areas of the business. Provide consistent assessment of each associate’s
        sales performance and work within the store to give feedback on areas of
        strength and opportunity while keeping in line with Company objectives.
        Adhere to current visual guidelines including proper merchandising,
        signage and store cleanliness. Maintain strong product knowledge for use
        in selling, merchandising, and giving feedback as requested. Ensure that
        all associates maintain a professional appearance consistent with
        company dress code policy. Control Expenses Protect Company assets
        within guidelines of LIDS Retail policies. Prepare store schedules and
        provide for proper store coverage at all times, within the guidelines
        for wage control set by the company. Follow all policies to accurately
        manage store inventory including receiving, transferring, completing
        price changes and conducting product counts. Perform proper
        documentation and record keeping per LIDS Retail policies, complying
        with all state and federal laws. Open and close the store as required
        following the procedures per the Operations P&P Manual. Supervise
        Associates Manage store associates through thorough use of LIDS Training
        Programs, goal setting (for sales and tasks), and regular follow up.
        Recruit, develop, and train store personnel to achieve Operations
        Objectives as well as adhere to Operational policies and guidelines.
        Administer the progressive steps of discipline to include verbal and
        written warnings. In addition, the Store Manager carries out employment
        terminations following approval from the District Sales Manager and
        Human Resources. Encourage direct compliance of all store associates
        established company policies, procedures and guidelines including, but
        not limited to, safekeeping of company inventory, funds and property.
        Performs work of subordinates, as needed. Communicate with employees at
        all levels of the company. Other duties as assigned. Requirements
        Education and/or Experience Four-year degree from a college or
        university in business or a related field; or two-year degree and one
        year related experience; or equivalent combination of education and
        experience. Established ability to produce sales results, while
        minimizing loss. Proven supervisory skills, with capacity to deliver
        training material and assess retention. Strong interpersonal skills and
        the ability to communicate verbally in a clear and professional manner.
        Ability to operate a computer, as well as maneuver relative software
        programs. Ability to lift up to 50 pounds. Ability to climb a ladder and
        work with hands overhead. Standing required for up to 100% of the work
        time. Ability to work unsupervised. Ability and willingness to travel
        overnight for training and/or business meetings.
pipeline_tag: sentence-similarity
library_name: sentence-transformers

SentenceTransformer based on HZeroxium/paraphrase-multilingual-MiniLM-L12-v2-job-cv-multi-dataset

This is a sentence-transformers model finetuned from HZeroxium/paraphrase-multilingual-MiniLM-L12-v2-job-cv-multi-dataset. It maps sentences & paragraphs to a 384-dimensional dense vector space and can be used for semantic textual similarity, semantic search, paraphrase mining, text classification, clustering, and more.

Model Details

Model Description

Model Sources

Full Model Architecture

SentenceTransformer(
  (0): Transformer({'max_seq_length': 350, 'do_lower_case': False}) with Transformer model: BertModel 
  (1): Pooling({'word_embedding_dimension': 384, 'pooling_mode_cls_token': False, 'pooling_mode_mean_tokens': True, 'pooling_mode_max_tokens': False, 'pooling_mode_mean_sqrt_len_tokens': False, 'pooling_mode_weightedmean_tokens': False, 'pooling_mode_lasttoken': False, 'include_prompt': True})
)

Usage

Direct Usage (Sentence Transformers)

First install the Sentence Transformers library:

pip install -U sentence-transformers

Then you can load this model and run inference.

from sentence_transformers import SentenceTransformer

# Download from the 🤗 Hub
model = SentenceTransformer("sentence_transformers_model_id")
# Run inference
sentences = [
    'what is the role of the sales associate in lids retail',
    'job description Generate Sales Produce sales gains, by providing customer service. To meet or exceed Company Objectives in all individual statistics. Learn to provide consistent, documented appraisal of an associate’s sales performance. Provide support by giving feedback on areas of strength and opportunity while keeping in line with Company Objectives. Adhere to current visual guidelines includes: proper merchandising, signage and store cleanliness. Maintain a professional appearance consistent with Company Dress Code Policy. Control Expenses Protect Company assets within guidelines of LIDS Retail policies. Assist in preparation of store work schedules that provide proper store coverage and are within the Company guidelines for wage control. Follow all policies to accurately manage store inventory including receiving, transferring, completing price change and conducting product counts. Complete accurate product counts in a consistent and timely manner. Perform proper documentation and record keeping per LIDS Retail policies as well as state and federal laws. Open and close the store as required following the procedures per the Operations P&P Manual. Supervise Associates Participate in LIDS Training Programs, adhere to set goals (for sales and tasks) and regular follow up. Assist in recruiting and training store personnel on proper store operations and procedures. Encourage store associates’ direct compliance of established company policies, procedures and guidelines including (but not limited to) safekeeping of company inventory, funds and property. Perform work of subordinates as needed. Communicate with employees at all levels of the company. Other duties as assigned. Requirements Education and/or Experience High school diploma or equivalent plus one year relative experience. Established ability to produce sales results while minimizing loss. Strong interpersonal skills and the ability to communicate verbally in a clear professional manner. Ability to operate a computer, as well as maneuver relative software programs. Ability to lift up to 50 pounds. Ability to climb a ladder and work with hands overhead. Standing required for up to 100% of the work time. Ability to work unsupervised.',
    'job description Generate Sales Produce sales gains, by providing customer service. Meet or Exceed Company Objectives in all measurable areas of the business. Provide consistent assessment of each associate’s sales performance and work within the store to give feedback on areas of strength and opportunity while keeping in line with Company objectives. Adhere to current visual guidelines including proper merchandising, signage and store cleanliness. Maintain strong product knowledge for use in selling, merchandising, and giving feedback as requested. Ensure that all associates maintain a professional appearance consistent with company dress code policy. Control Expenses Protect Company assets within guidelines of LIDS Retail policies. Prepare store schedules and provide for proper store coverage at all times, within the guidelines for wage control set by the company. Follow all policies to accurately manage store inventory including receiving, transferring, completing price changes and conducting product counts. Perform proper documentation and record keeping per LIDS Retail policies, complying with all state and federal laws. Open and close the store as required following the procedures per the Operations P&P Manual. Supervise Associates Manage store associates through thorough use of LIDS Training Programs, goal setting (for sales and tasks), and regular follow up. Recruit, develop, and train store personnel to achieve Operations Objectives as well as adhere to Operational policies and guidelines. Administer the progressive steps of discipline to include verbal and written warnings. In addition, the Store Manager carries out employment terminations following approval from the District Sales Manager and Human Resources. Encourage direct compliance of all store associates established company policies, procedures and guidelines including, but not limited to, safekeeping of company inventory, funds and property. Performs work of subordinates, as needed. Communicate with employees at all levels of the company. Other duties as assigned. Requirements Education and/or Experience Four-year degree from a college or university in business or a related field; or two-year degree and one year related experience; or equivalent combination of education and experience. Established ability to produce sales results, while minimizing loss. Proven supervisory skills, with capacity to deliver training material and assess retention. Strong interpersonal skills and the ability to communicate verbally in a clear and professional manner. Ability to operate a computer, as well as maneuver relative software programs. Ability to lift up to 50 pounds. Ability to climb a ladder and work with hands overhead. Standing required for up to 100% of the work time. Ability to work unsupervised. Ability and willingness to travel overnight for training and/or business meetings.',
]
embeddings = model.encode(sentences)
print(embeddings.shape)
# [3, 384]

# Get the similarity scores for the embeddings
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [3, 3]

Training Details

Training Dataset

Unnamed Dataset

  • Size: 160,000 training samples
  • Columns: sentence_0, sentence_1, sentence_2, and label
  • Approximate statistics based on the first 1000 samples:
    sentence_0 sentence_1 sentence_2 label
    type string string string float
    details
    • min: 4 tokens
    • mean: 10.78 tokens
    • max: 22 tokens
    • min: 183 tokens
    • mean: 347.5 tokens
    • max: 350 tokens
    • min: 125 tokens
    • mean: 345.31 tokens
    • max: 350 tokens
    • min: -13.0
    • mean: 6.32
    • max: 20.18
  • Samples:
    sentence_0 sentence_1 sentence_2 label
    von maur customer service responsibilities job description Overview Von Maur was founded in 1872 with two simple goals – provide a wide selection of quality merchandise and establish excellent customer service principles by treating every customer like family. Since then, Von Maur has deliberately and steadily grown and expanded the variety of services offered to our customers. Our wide range of customer services include free delivery, complimentary gift wrapping, no questions asked customer return policy, alterations, and an interest free charge card. Today, 33 Von Maur stores are scattered across 15 states: Alabama, Georgia, Illinois, Indiana, Iowa, Kansas, Kentucky, Michigan, Minnesota, Missouri, Nebraska, New York, Ohio, Oklahoma and Wisconsin; and we’re still expanding. Our corporate headquarters and e-commerce facility are located in Davenport, Iowa. The integrity and values that have pleased our customers for generations also make Von Maur a wonderful place to work. We value the diversity of our employees and each associ... job description Date: August 19, 2019 Job Status: Non-Exempt; Full Time Position Title: Customer Service Representative Supervision Received: Position reports to the Location Manager Supervisory Responsibilities: None Job Summary: A CSR interacts directly with new and existing customers to establish and maintain relationships. Customers look to our Customer Service Representatives to assist them with issues and/or place them into the accounts that best suit their needs. CSRs respond to customer inquiries via telephone and face-to-face meetings. Will be required to work into a Saturday rotation. Essential Functions, Duties and Responsibilities include, but are not limited to: Open new accounts for existing and new customers Assist customers with routine account related requests such as: Funds transfers Stop payments Inquiries about ATM and Debit Card usage and limits Inquiries about checking and savings account transactions Inquiries about bank deposit products and service charges Inqui... 10.52873420715332
    what skills to include when enacting a software solution architect job description AllyO tackles workplace engagement challenges with candidates and employees, from hi to goodbye, using AI for end-to-end HR management solutions. We strive to disrupt how HR is traditionally run, do yourself a favor and text “hello” to 650-297-8805 to be part of this movement. You’re probably wondering if you should text or not. You should. Why? 1. It is AllyO’s product. It is the company you are applying to and you should know our product. 2. It’s not sketchy and we won’t spam text or call you - unless you want us to. 3. We live in a society where we want things instantaneously. Find out if you qualify within minutes and have the opportunity to schedule your own phone interview. 4. Nothing confusing, just text “hello” to 650-297-8805 and see how easy it is to apply. The Solutions Architect is a critical position that has 7 major components at AllyO: 1. Product knowledge: A solutions architect acquires and continuously learns deep product knowledge to creatively solve c... job description Language Required English Responsibilities The Solutions Architect advises customers, partners and channel partners how to build and implement strategic solutions on a complex scale. Additionally, the Solutions Architect acts as a conduit between the field systems engineering team and Veeam cross-functional product groups. This senior technical role is heavily involved in application virtualization, storage, and multi-cloud infrastructures. The position has a focus on designing availability solutions, including data protection and monitoring using Veeam products. The Solutions Architect also serves as an escalation point for partner solutions as well as the Pre-Sales Organization. The National Solutions Architect – Enterprise Applications position will be responsible for thoroughly understanding the unique challenges of the largest organizations and be able to position and successfully architect appropriate Veeam solutions in these complex / demanding environments. The ... -1.6041113138198853
    what is the role of an identity specialist on thycotic job description Are you interested in working in a dynamic environment that offers opportunities for professional growth and new responsibilities? If so, Deloitte & Touche LLP could be the place for you. This is an unparalleled time of change with new information security challenges arising each day. Our team of Cyber risk professionals bring industry experience, confidence, and technical knowledge to help our clients tackle those unique challenges. Identity and Access Management (IAM) solutions leverage Deloitte’s IAM Methods 2.0 methodology to help clients control which employees, customers, partners and suppliers access sensitive corporate resources, and streamline the process of managing the explosion in “digital identities.” Work you’ll do As Identity and Access Management (IAM) solutions team Senior Consultant, you will: Demonstrate advanced understanding of business processes, internal control risk management, IT controls and related standards Identify and evaluate complex b... job description RMSI is the leading professional retail merchandising company in the US with over 12,000 employees and growing every day. Our company success is attributed to hard-working associates who value honesty, integrity, pride and commitment to quality and service. Join our company and be a part of our winning team! We currently have an opening for a full-time Schematic Analyst. The Schematic Analyst is responsible for the creation and maintenance of product shelf schematics through software programs for selected categories. What does a Schematic Analyst do? Create, revise and maintain schematics/product placement for multiple categories Collaboration/working with the Sales Management teams on a daily basis. Responsible for driving timeline deliverables according to timelines for schematic execution. Responsible for creating reports to validate schematic accuracy. Facilitate communication between Marketing Department and Retail Operations. Ensure approved. criteria and best pra... 3.4105067253112793
  • Loss: gpl.toolkit.loss.MarginDistillationLoss

Training Hyperparameters

Non-Default Hyperparameters

  • per_device_train_batch_size: 32
  • per_device_eval_batch_size: 32
  • num_train_epochs: 1
  • max_steps: 250
  • fp16: True
  • multi_dataset_batch_sampler: round_robin

All Hyperparameters

Click to expand
  • overwrite_output_dir: False
  • do_predict: False
  • eval_strategy: no
  • prediction_loss_only: True
  • per_device_train_batch_size: 32
  • per_device_eval_batch_size: 32
  • per_gpu_train_batch_size: None
  • per_gpu_eval_batch_size: None
  • gradient_accumulation_steps: 1
  • eval_accumulation_steps: None
  • torch_empty_cache_steps: None
  • learning_rate: 5e-05
  • weight_decay: 0.0
  • adam_beta1: 0.9
  • adam_beta2: 0.999
  • adam_epsilon: 1e-08
  • max_grad_norm: 1
  • num_train_epochs: 1
  • max_steps: 250
  • lr_scheduler_type: linear
  • lr_scheduler_kwargs: {}
  • warmup_ratio: 0.0
  • warmup_steps: 0
  • log_level: passive
  • log_level_replica: warning
  • log_on_each_node: True
  • logging_nan_inf_filter: True
  • save_safetensors: True
  • save_on_each_node: False
  • save_only_model: False
  • restore_callback_states_from_checkpoint: False
  • no_cuda: False
  • use_cpu: False
  • use_mps_device: False
  • seed: 42
  • data_seed: None
  • jit_mode_eval: False
  • use_ipex: False
  • bf16: False
  • fp16: True
  • fp16_opt_level: O1
  • half_precision_backend: auto
  • bf16_full_eval: False
  • fp16_full_eval: False
  • tf32: None
  • local_rank: 0
  • ddp_backend: None
  • tpu_num_cores: None
  • tpu_metrics_debug: False
  • debug: []
  • dataloader_drop_last: False
  • dataloader_num_workers: 0
  • dataloader_prefetch_factor: None
  • past_index: -1
  • disable_tqdm: False
  • remove_unused_columns: True
  • label_names: None
  • load_best_model_at_end: False
  • ignore_data_skip: False
  • fsdp: []
  • fsdp_min_num_params: 0
  • fsdp_config: {'min_num_params': 0, 'xla': False, 'xla_fsdp_v2': False, 'xla_fsdp_grad_ckpt': False}
  • fsdp_transformer_layer_cls_to_wrap: None
  • accelerator_config: {'split_batches': False, 'dispatch_batches': None, 'even_batches': True, 'use_seedable_sampler': True, 'non_blocking': False, 'gradient_accumulation_kwargs': None}
  • deepspeed: None
  • label_smoothing_factor: 0.0
  • optim: adamw_torch
  • optim_args: None
  • adafactor: False
  • group_by_length: False
  • length_column_name: length
  • ddp_find_unused_parameters: None
  • ddp_bucket_cap_mb: None
  • ddp_broadcast_buffers: False
  • dataloader_pin_memory: True
  • dataloader_persistent_workers: False
  • skip_memory_metrics: True
  • use_legacy_prediction_loop: False
  • push_to_hub: False
  • resume_from_checkpoint: None
  • hub_model_id: None
  • hub_strategy: every_save
  • hub_private_repo: False
  • hub_always_push: False
  • gradient_checkpointing: False
  • gradient_checkpointing_kwargs: None
  • include_inputs_for_metrics: False
  • eval_do_concat_batches: True
  • fp16_backend: auto
  • push_to_hub_model_id: None
  • push_to_hub_organization: None
  • mp_parameters:
  • auto_find_batch_size: False
  • full_determinism: False
  • torchdynamo: None
  • ray_scope: last
  • ddp_timeout: 1800
  • torch_compile: False
  • torch_compile_backend: None
  • torch_compile_mode: None
  • dispatch_batches: None
  • split_batches: None
  • include_tokens_per_second: False
  • include_num_input_tokens_seen: False
  • neftune_noise_alpha: None
  • optim_target_modules: None
  • batch_eval_metrics: False
  • eval_on_start: False
  • use_liger_kernel: False
  • eval_use_gather_object: False
  • prompts: None
  • batch_sampler: batch_sampler
  • multi_dataset_batch_sampler: round_robin

Framework Versions

  • Python: 3.10.12
  • Sentence Transformers: 3.3.1
  • Transformers: 4.45.2
  • PyTorch: 2.5.1+cu124
  • Accelerate: 1.1.1
  • Datasets: 3.1.0
  • Tokenizers: 0.20.3

Citation

BibTeX

Sentence Transformers

@inproceedings{reimers-2019-sentence-bert,
    title = "Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks",
    author = "Reimers, Nils and Gurevych, Iryna",
    booktitle = "Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing",
    month = "11",
    year = "2019",
    publisher = "Association for Computational Linguistics",
    url = "https://arxiv.org/abs/1908.10084",
}