sentence-transformers How to use Maaz2002/ats-finetuned-model with sentence-transformers:
from sentence_transformers import SentenceTransformer
model = SentenceTransformer("Maaz2002/ats-finetuned-model")
sentences = [
"Professional SummaryExperienced Data Analyst committed to maintaining cutting edge technical skills and up-to-date industry knowledge. SkillsPython and R proficientTableau, Power BISQL, MySQL, HadoopMicrosoft Excel proficientExcellent communication skillsPhotoshop, SharePoint, Adobe Creative SuiteHTML5, CSS3, JavaScriptJava, AndroidExcellent problem-solving abilities Work History01 2018toPresentData Analyst Long Island City,,Implementing data pre-processing using python to clean a dataset containing over million entries and generating valuable insights from the clean dataset through visualizations.Using Natural Language Processing toolkit- NLTLK package to perform topic segmentation and analyzing the trends in equipment features over years at John Deere.Using Google Analytics to analyze data of the mobile applications and make data driven decisions to improve customer support and experience.01 2018toPresentTechnology ConsultantJones Lange Lasalle Inc. ,,Providing strategic consulting for a leading company in the electrical data networking industry to implement a governance framework on their intranet portal.Developing a business model for the client to improvise their intranet design, optimizing item placement, usability and searchability.11 2017to01 2018Data Analyst InternHewlett Packard Enterprise ,,Worked with AACSB process manager for data extraction and cleaning using R and analyzed the data using descriptive visualizations in Tableau.Compiled information on faculty activities, collected data for surveys, performed data quality control activities using Microsoft Excel.Transformed the data using data wrangling in a format specified by the management.12 2015to01 2016Application Developer and Content Management InternDo It Best Corp ,,IndiaInteracted with senior professionals to develop and design business processes to enhance the functionality of the Android application.Implemented the business processes on the backend using JSON.Used Tableau for data collected from multiple sites to generate insights for the senior professionals to carry out decision making. EducationExpected inDec 2018totoM.S Information ManagementUniversity of Illinois-Urbana Champaign,ILGPA Information Management GPA 3.50Expected inMay 2017totoB.E Information TechnologyUniversity of Mumbai-Mumbai,GPA Information Technology GPA 3.95Expected inMay 2014totoDiploma Information TechnologyShri Bhagubhai Mafatlal Polytechnic-,GPA Information Technology GPA 3.75 SkillsAdobe Illustrator, Photoshop, Big Data, BI, Business Intelligence, business processes, Business Research, Competitive Intelligence, consulting, CSS3, Client, customer support, Data Processing, Data Mining, Data Modelling, Data Visualization, Database Management, decision making, features, Google Analytics, HTML5, Java, JavaScript, JSON, Knowledge Management, lEADERSHIP, Microsoft Excel, Microsoft Office, SharePoint, MySQL, Natural Language Processing, networking, Programming, Project Management, Python, quality control, SQL, Statistics, strategic, surveys, Tableau ",
" Provides analysis to different functions such as ManufacturingOperations, SIOP, Sales, Customer Service, Sourcing, Finance, Digital and management of the entire business in reviewing, analyzing, documenting and validating user requirements, applications and processes. Work with stakeholders throughout the organization to identify opportunities for leveraging company data to drive business growth in the current and new revenue streams. Key Responsibilities Gathers and evaluates data from multiple sources. Analyzes, reconciles and identifies measurable opportunities for improvement. Identifies and implements audit processes to ensure data issues are identified, tracked, reported and resolved in a timely manner. Develops and maintains processes to continuously monitor data quality and integrity across the business. Creates and maintains workflows and approval processes based on internal stakeholder requirementsActs as subject matter expert for new processes, KPIs, and data management. Collaborates with external and internal customers to analyze information needs and functional requirements. Partners with various leaders to design optimal solutions that meet the business needs of our internal and external customers. Coordinate with different functional teams to implement models and monitor outcomes. Develop processes and tools to monitor and analyze model performance and data accuracy. Develop custom data models and algorithms to apply to data sets. Mine and analyze data from company databases and web platforms to drive optimization and improvement of product development, marketing techniques and business strategies. Assess the effectiveness and accuracy of new data sources and data gathering techniques. Professional ExperienceQualifications Have at least 3-5 years of experience as Data Analyst or a related field. Candidate must possess at least a Bachelors Degree. Detail oriented and accurate. Proficient in MS Excel (including pivot tables). Strong analytic skills related to working with structured and unstructured datasets. Flexible, able to work on own initiative, deal with more than one project at a time, can work under pressure and tight deadlines, and prioritize tasks accordingly. Very good communication skills, verbal and written. Self-starter and a strong team player. Sophisticated problem-solverHigh knowledge of Power BI or similar analytics toolsStrong knowledge of Google Analytics, Adobe Analytics or other web analytics platforms. Python andor R language experienceSolid experience building Microsoft Power Apps and in Power AutomateExperience in visualizationStrong understanding of SQLOracle Knowledge Benefits Medical, Dental, Vision and Prescription Drug CoverageSpending accounts (HSA, Health Care FSA and Dependent Care FSA)Paid Time Off and Holidays401k Retirement Plan with Matching Employer ContributionsLife and Accidental Death Dismemberment (AD D) InsurancePaid LeavesTuition Assistance About Regal Rexnord Regal Rexnord Corporation (Regal Rexnord) is a leading manufacturer of electric motors, electrical motion controls, power generation and mechanical power transmission products and sub-systems, serving customers around the world in the general industrial, consumer, commercial construction, food beverage, and alternative energy end markets, among others. Regal Rexnord sells its products and solutions to OEMs, through distributors, and directly to end-users. Regal Rexnord is a 7.2B company with 36,000 associates globally. You may not know it, but Regal Rexnord impacts your life every day. The companys products enable the fans in HVAC systems that keep us comfortable the power source that keeps smart buildings running the agricultural and food service equipment that keeps us fed and the conveyer systems that keep e-commerce flowing, to name a few of the applications where our products are used. Regal Rexnords business purpose is to create a better tomorrow by energy-efficiently converting power into motion. This means creating innovative solutions while focusing on both customer needs and the companys commitment to sustainability. The companys industrial powertrain and automation solutions offerings are an important part of the company s growth strategy. The companys strategy includes leveraging 8020 to prioritize all activities, including product excellence, operational excellence and commercial excellence (i) driving organic sales growth through the introduction of innovative new products, with a particular focus on improving energy efficiency, (ii) establishing and maintaining new customers, as well as developing new opportunities with existing customers, (iii) participating in higher growth end markets and geographies, and (iv) identifying and consummating strategic, value creating acquisitions. Equal Employment Opportunity Statement Regal Rexnord is an Equal Opportunity and Affirmative Action Employer. All qualified applicants will receive consideration for employment without regard to race, color, religion, sexgender, sexual orientation, gender identity, age, ancestry, national origin, marital status, citizenship status (unless required by the applicable law or government contract), disability or protected veteran status or any other status or characteristic protected by law. Regal Rexnord is committed to a diverse and inclusive workforce. We are committed to building a team that represents diverse and inclusive backgrounds, perspectives, and skills. Notification to Agencies Please note that Regal Rexnord Corporation and its affiliates and subsidiaries ( Regal Rexnord ) do not accept unsolicited resumes or calls from third-party recruiters or employment agencies. In the absence of a signed Master Service Agreement or similar contract and approval from HR to submit resumes for a specific requisition, Regal Rexnord will not consider or approve payment to any third-parties for hires made.",
" Calling all innovators find your future at Fiserv. Were Fiserv, a global leader in Fintech and payments, and we move money and information in a way that moves the world. We connect financial institutions, corporations, merchants, and consumers to one another millions of times a day quickly, reliably, and securely. Any time you swipe your credit card, pay through a mobile app, or withdraw money from the bank, were involved. If you want to make an impact on a global scale, come make a difference at Fiserv. What does a successful Software Engineering Manager do at Fiserv?Fiserv is looking for a Software Engineering Manager to join our Core Acquiring Front End engineering group within Fiservs Global Business Solutions (Payment Acceptance) business.You will be joining an organization responsible for mission critical platforms that support our payments acquiring business. We process over 350 million payment transactions per day with a peak throughput of over 8,000 transactions per second all while maintaining millisecond fast response time. All this is done for some of the largest merchants in the US.This fast-paced online transaction processing environment requires a passionate critical problem solver who can balance platform stability and resiliency along with modern engineering practices and solutions. What you will do Manage cross-functional engineering teamsHands-on engineer pickup stories, code reviews, and support production End-to end platform owner and engineer design, build, and support resilient services solutionsPartner with business owners to define platform roadmaps and scope for initiatives featuresDrive prioritization of technical investment on in-scope platformsDesign performant, efficient, effective, and reusable technical solutions (partnering with architecture)Provide thought leadership across acquiring enginesPartner effectively with DevOps, Production Support, and peer platform teams What you will need to have 15 years of experience in software engineering roles using C and Java10 years of experience leading high-performing software engineering teams5 years of experience in financial services or payments processingAbility to clearly communicate with executive leadership What would be great to have Bachelor s degree in computer science, engineering, or equivalent work experienceExperience in AIXExperience building solutions in public cloud (AWS, Azure, GCP) Perks at work Were FiservProud of our commitment to your overall well-being with a growing offering of physical, mental, emotional, and financial benefits from day one.Maintain a healthy work-life balance with paid holidays, generous time off policies, including Unlimited Recharge Refuel for qualifying associates, and free counseling through our EAP.Plan for your future with competitive salaries, the Fiserv 401(k) Savings Plan, and our Employee Stock Purchase Plan.Recognize and be recognized by colleagues with our Living Proof program where you can exchange points for a variety of rewards.Prioritize your health with a variety of medical, dental, vision, life, and disability insurance options and a range of well-being resources through our Fuel Your Life program.Advance your career with training, development, certification, and internal mobility opportunities.Join Employee Resource Groups that promote our diverse and inclusive culture where associates can share perspectives, exchange ideas, and elevate careers. What you should know about us Fiserv is a global fintech leader with 40,000-plus (and growing) associates proudly serving clients in more than 100 countries. As a FORTUNE 500 company, one of Fast Companys Most Innovative Companies, and a top scorer on Bloombergs Gender-Equality Index, we are committed to excellence and purposeful innovation. Our commitment to Diversity and Inclusion Fiserv is an Equal Opportunity Employer, and we welcome and encourage diversity in our workforce that reflects our world. All qualified applicants will receive consideration for employment without regard to race, color, religion, sexual orientation, gender identity, national origin, disability, protected veteran status, or any other category protected by law. We will ensure that individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us to request accommodation. Warning about fake job posts Please be aware of fraudulent job postings that are not affiliated with Fiserv. Fraudulent job postings may be used by cyber criminals to target your personally identifiable information andor to steal money or financial information. Any communications from a Fiserv representative will come from a legitimate business email address. We will not hire through text message, social media, or email alone, and any interviews will be conducted in person or through a secure video call. We wont ask you for sensitive information nor will we ask you to pay anything during the hiring process. We also wont send you a check to cash on Fiservs behalf. If you see suspicious activity or believe that you have been the victim of a job posting scam, you should report it to your local FBI field office or to the FBIs Internet Crime Complaint Center.",
" Job Role Data Analyst (1 Open Role)Location Dallas, TX (Candidate must be working at onsite) Duration Long Term NOTE Looking for Candidates with Strong SQL and Data warehousingETL experience. Telecom background would be preferred. Job Description Primary responsibilities for the position include This person will be required to discover, analyze, profile and document findings on source data systemsCreate source to target mappings using business rules to transform dataAssist development team during the development phase to resolve data issues and understand data constraintsThe candidate will create and maintain data sets for Data Mining and Predictive AnalyticsOnce development activities are completed the candidate will drive the testing of the final data outputThe ideal candidate will be a self-starting individual who is able to dive into details and quickly provide summary level readouts of the source dataThe position requires very strong communication skills as the candidate will be required to interact regularly with all levels within the organization, including developers, architects, business users and managementAssist with Tableau dashboard developmentSkills - Experience and RequirementsA successful Software Engineer will have Bachelor s degree from four-year College or University or three to four years related experience within an IT Department, preferably within a Data Warehouse andor equivalent combination of education and work experienceThe ideal candidate will have experience in data analysis and creating data sets from multiple source systemsExposure to and experience in data warehousing conceptsStrong SQL skills is a must.Experience working with various data sources (structured, semi structured and unstructured)Experience with AWS (S3 , Athena) is highly desiredExperience with cloud based data warehouses RedshiftSnowflakeExperience working within the TelcoCableSatelliteWireless industry a definite plusExperience with Tableau"
]
embeddings = model.encode(sentences)
similarities = model.similarity(embeddings, embeddings)
print(similarities.shape)
# [4, 4] 
