data/batch_2.json

[
  {
    "candidate_id": "CAND_0000021",
    "current_title": "Project Manager",
    "years_of_experience": 14.5,
    "summary": "Project Manager with 14.5+ years of experience driving outcomes in my domain. I have built strong functional expertise in the typical responsibilities of the role, including team management, stakeholder communication, and project delivery. Recently I've been excited about how AI and GenAI tools can augment my work. I've been taking online courses on RAG and vector databases, experimenting with Lan",
    "career": [
      {
        "title": "Project Manager",
        "company": "Wipro",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 30,
        "description": "Brand design and creative direction at a consumer-products company. Owned brand identity (logo, visual system, typography), packaging design, and digital creative across web and social. Led the recent"
      },
      {
        "title": "Marketing Manager",
        "company": "Infosys",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 32,
        "description": "Mechanical engineering design role at a hardware-product company. Led the design of two product subsystems through full lifecycle: concept, DFM/DFMA review, prototype, production tooling. Comfortable "
      },
      {
        "title": "Sales Executive",
        "company": "Stark Industries",
        "industry": "Manufacturing",
        "company_size": "1001-5000",
        "duration_months": 18,
        "description": "Customer support team lead at a SaaS product. Managed a team of 8 support agents handling tier-1 and tier-2 tickets; owned the escalation process to engineering and the customer-feedback loop to produ"
      },
      {
        "title": "Customer Support",
        "company": "Dunder Mifflin",
        "industry": "Paper Products",
        "company_size": "201-500",
        "duration_months": 51,
        "description": "Customer support team lead at a SaaS product. Managed a team of 8 support agents handling tier-1 and tier-2 tickets; owned the escalation process to engineering and the customer-feedback loop to produ"
      }
    ],
    "skills_top5": [
      {
        "name": "AWS",
        "proficiency": "intermediate",
        "endorsements": 11,
        "duration_months": 26
      },
      {
        "name": "ETL",
        "proficiency": "beginner",
        "endorsements": 11,
        "duration_months": 3
      },
      {
        "name": "Hadoop",
        "proficiency": "beginner",
        "endorsements": 10,
        "duration_months": 5
      },
      {
        "name": "PostgreSQL",
        "proficiency": "beginner",
        "endorsements": 10,
        "duration_months": 4
      },
      {
        "name": "Kafka",
        "proficiency": "beginner",
        "endorsements": 6,
        "duration_months": 6
      }
    ],
    "education": [
      {
        "degree": "B.Tech",
        "field": "Artificial Intelligence",
        "institution": "Tier-3 Engineering College",
        "tier": "tier_4"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000022",
    "current_title": "Mechanical Engineer",
    "years_of_experience": 1.1,
    "summary": "Professional with 1.1+ years of experience. I'm a marketing manager with substantial experience in cross-functional collaboration, stakeholder management, and execution. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I can apply my ",
    "career": [
      {
        "title": "Mechanical Engineer",
        "company": "Hooli",
        "industry": "Software",
        "company_size": "1001-5000",
        "duration_months": 13,
        "description": "Content writing and SEO strategy for a tech-focused publication. Wrote longform articles on developer tools, cloud platforms, and AI/ML topics — including some that ranked on the first page of search "
      }
    ],
    "skills_top5": [
      {
        "name": "Terraform",
        "proficiency": "intermediate",
        "endorsements": 11,
        "duration_months": 14
      },
      {
        "name": "Java",
        "proficiency": "beginner",
        "endorsements": 11,
        "duration_months": 15
      },
      {
        "name": "Scrum",
        "proficiency": "intermediate",
        "endorsements": 7,
        "duration_months": 18
      },
      {
        "name": "AWS",
        "proficiency": "intermediate",
        "endorsements": 5,
        "duration_months": 29
      },
      {
        "name": "SQL",
        "proficiency": "intermediate",
        "endorsements": 3,
        "duration_months": 36
      }
    ],
    "education": [
      {
        "degree": "M.E.",
        "field": "Information Technology",
        "institution": "VJTI Mumbai",
        "tier": "tier_2"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000023",
    "current_title": "Software Engineer",
    "years_of_experience": 3.7,
    "summary": "Software engineer with 3.7 years of experience across web, backend, and cloud systems. Strong fundamentals in software development and system design. Most of my work is conventional backend engineering — APIs, databases, queues, deployments. I've been keeping up with AI/ML at a self-learner level — taken some online courses, played with the OpenAI and Anthropic APIs, built a small RAG side project",
    "career": [
      {
        "title": "Software Engineer",
        "company": "Acme Corp",
        "industry": "Manufacturing",
        "company_size": "201-500",
        "duration_months": 14,
        "description": "Test automation and QA engineering for a fintech product. Built and maintained the end-to-end test suite using Selenium and pytest, plus the load-testing setup using Locust. Worked closely with develo"
      },
      {
        "title": "Frontend Engineer",
        "company": "Flipkart",
        "industry": "E-commerce",
        "company_size": "10001+",
        "duration_months": 30,
        "description": "Android mobile development using Java and (more recently) Kotlin at a consumer-app company. Built and maintained multiple production features including the main shopping flow, push notification system"
      }
    ],
    "skills_top5": [
      {
        "name": "Django",
        "proficiency": "beginner",
        "endorsements": 13,
        "duration_months": 16
      },
      {
        "name": "ETL",
        "proficiency": "beginner",
        "endorsements": 12,
        "duration_months": 16
      },
      {
        "name": "Salesforce CRM",
        "proficiency": "beginner",
        "endorsements": 9,
        "duration_months": 18
      },
      {
        "name": "BigQuery",
        "proficiency": "beginner",
        "endorsements": 8,
        "duration_months": 6
      },
      {
        "name": "MongoDB",
        "proficiency": "beginner",
        "endorsements": 8,
        "duration_months": 10
      }
    ],
    "education": [
      {
        "degree": "B.E.",
        "field": "Data Science",
        "institution": "VJTI Mumbai",
        "tier": "tier_2"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000024",
    "current_title": "HR Manager",
    "years_of_experience": 7.5,
    "summary": "Professional with 7.5+ years of experience. I've spent my career in marketing manager roles, mostly focused on driving outcomes through process, people, and customer relationships. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I ca",
    "career": [
      {
        "title": "HR Manager",
        "company": "TCS",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 38,
        "description": "Marketing leadership role at a B2B SaaS company. Owned the demand-generation function — content marketing, paid acquisition, SEO, email nurture. Built and managed a team of 5 across content, performan"
      },
      {
        "title": "Accountant",
        "company": "Infosys",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 51,
        "description": "Content writing and SEO strategy for a tech-focused publication. Wrote longform articles on developer tools, cloud platforms, and AI/ML topics — including some that ranked on the first page of search "
      }
    ],
    "skills_top5": [
      {
        "name": "Forecasting",
        "proficiency": "advanced",
        "endorsements": 43,
        "duration_months": 30
      },
      {
        "name": "Figma",
        "proficiency": "beginner",
        "endorsements": 14,
        "duration_months": 15
      },
      {
        "name": "ETL",
        "proficiency": "intermediate",
        "endorsements": 11,
        "duration_months": 12
      },
      {
        "name": "Kubernetes",
        "proficiency": "beginner",
        "endorsements": 8,
        "duration_months": 17
      },
      {
        "name": "Docker",
        "proficiency": "beginner",
        "endorsements": 5,
        "duration_months": 5
      }
    ],
    "education": [
      {
        "degree": "Ph.D",
        "field": "Computer Science",
        "institution": "Symbiosis International",
        "tier": "tier_3"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000025",
    "current_title": "Frontend Engineer",
    "years_of_experience": 7.3,
    "summary": "Software engineer with 7.3 years of experience across web, backend, and cloud systems. Strong fundamentals in software development and system design. I've worked across web frontends, REST APIs, and cloud deployments; comfortable in most parts of a typical SaaS stack. I've been keeping up with AI/ML at a self-learner level — taken some online courses, played with the OpenAI and Anthropic APIs, bui",
    "career": [
      {
        "title": "Frontend Engineer",
        "company": "Tech Mahindra",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 33,
        "description": "Android mobile development using Java and (more recently) Kotlin at a consumer-app company. Built and maintained multiple production features including the main shopping flow, push notification system"
      },
      {
        "title": "Frontend Engineer",
        "company": "Mindtree",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 48,
        "description": "Android mobile development using Java and (more recently) Kotlin at a consumer-app company. Built and maintained multiple production features including the main shopping flow, push notification system"
      },
      {
        "title": "Frontend Engineer",
        "company": "Zomato",
        "industry": "Food Delivery",
        "company_size": "5001-10000",
        "duration_months": 6,
        "description": "Frontend engineering at a media company. React, TypeScript, and the typical surrounding tooling (Webpack, Jest, Cypress). Built the company's design system from scratch and led the migration from a le"
      }
    ],
    "skills_top5": [
      {
        "name": "LangChain",
        "proficiency": "advanced",
        "endorsements": 15,
        "duration_months": 34
      },
      {
        "name": "JavaScript",
        "proficiency": "intermediate",
        "endorsements": 10,
        "duration_months": 26
      },
      {
        "name": "Data Pipelines",
        "proficiency": "intermediate",
        "endorsements": 9,
        "duration_months": 32
      },
      {
        "name": "GCP",
        "proficiency": "beginner",
        "endorsements": 7,
        "duration_months": 13
      },
      {
        "name": "TypeScript",
        "proficiency": "beginner",
        "endorsements": 2,
        "duration_months": 17
      }
    ],
    "education": [
      {
        "degree": "Ph.D",
        "field": "Mechanical Engineering",
        "institution": "Regional Technical Institute",
        "tier": "tier_4"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000026",
    "current_title": "Graphic Designer",
    "years_of_experience": 6.8,
    "summary": "Professional with 6.8+ years of experience. My professional background is in marketing manager — I've built and led teams, owned KPIs, and driven business outcomes in this domain. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I can",
    "career": [
      {
        "title": "Graphic Designer",
        "company": "Initech",
        "industry": "Software",
        "company_size": "51-200",
        "duration_months": 43,
        "description": "Customer support team lead at a SaaS product. Managed a team of 8 support agents handling tier-1 and tier-2 tickets; owned the escalation process to engineering and the customer-feedback loop to produ"
      },
      {
        "title": "Accountant",
        "company": "Acme Corp",
        "industry": "Manufacturing",
        "company_size": "201-500",
        "duration_months": 20,
        "description": "Content writing and SEO strategy for a tech-focused publication. Wrote longform articles on developer tools, cloud platforms, and AI/ML topics — including some that ranked on the first page of search "
      },
      {
        "title": "Project Manager",
        "company": "Acme Corp",
        "industry": "Manufacturing",
        "company_size": "201-500",
        "duration_months": 17,
        "description": "Enterprise sales of cloud software solutions into the mid-market segment. Carried a $1.8M ARR quota and consistently delivered against it across the last three years. Owned the full sales cycle: prosp"
      }
    ],
    "skills_top5": [
      {
        "name": "ETL",
        "proficiency": "beginner",
        "endorsements": 15,
        "duration_months": 17
      },
      {
        "name": "Kubeflow",
        "proficiency": "intermediate",
        "endorsements": 14,
        "duration_months": 27
      },
      {
        "name": "Kubernetes",
        "proficiency": "intermediate",
        "endorsements": 13,
        "duration_months": 22
      },
      {
        "name": "Scrum",
        "proficiency": "beginner",
        "endorsements": 12,
        "duration_months": 8
      },
      {
        "name": "Airflow",
        "proficiency": "intermediate",
        "endorsements": 7,
        "duration_months": 21
      }
    ],
    "education": [
      {
        "degree": "M.Sc",
        "field": "Statistics",
        "institution": "Generic State University",
        "tier": "tier_4"
      },
      {
        "degree": "B.E.",
        "field": "Machine Learning",
        "institution": "Lovely Professional University",
        "tier": "tier_3"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000027",
    "current_title": "DevOps Engineer",
    "years_of_experience": 3.9,
    "summary": "Software engineer with 3.9 years of experience across web, backend, and cloud systems. Strong fundamentals in software development and system design. I've worked across web frontends, REST APIs, and cloud deployments; comfortable in most parts of a typical SaaS stack. I've been keeping up with AI/ML at a self-learner level — taken some online courses, played with the OpenAI and Anthropic APIs, bui",
    "career": [
      {
        "title": "DevOps Engineer",
        "company": "Infosys",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 36,
        "description": "Java backend development at a large enterprise — Spring Boot microservices, Kafka for inter-service messaging, Postgres + Redis for storage. Worked on the customer onboarding flow which involved orche"
      },
      {
        "title": "DevOps Engineer",
        "company": "Wipro",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 10,
        "description": "Full-stack web application development at a SaaS company. Built React-based admin interfaces and the Node.js REST API backing them. Worked across the stack: frontend components, REST endpoint design, "
      }
    ],
    "skills_top5": [
      {
        "name": "PEFT",
        "proficiency": "advanced",
        "endorsements": 39,
        "duration_months": 35
      },
      {
        "name": "YOLO",
        "proficiency": "advanced",
        "endorsements": 31,
        "duration_months": 20
      },
      {
        "name": "Weights & Biases",
        "proficiency": "advanced",
        "endorsements": 31,
        "duration_months": 44
      },
      {
        "name": "Data Science",
        "proficiency": "advanced",
        "endorsements": 18,
        "duration_months": 24
      },
      {
        "name": "Marketing",
        "proficiency": "beginner",
        "endorsements": 15,
        "duration_months": 14
      }
    ],
    "education": [
      {
        "degree": "Ph.D",
        "field": "Information Technology",
        "institution": "IIT Bombay",
        "tier": "tier_1"
      },
      {
        "degree": "B.E.",
        "field": "Artificial Intelligence",
        "institution": "VJTI Mumbai",
        "tier": "tier_2"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000028",
    "current_title": "Operations Manager",
    "years_of_experience": 1.1,
    "summary": "Professional with 1.1+ years of experience. My professional background is in marketing manager — I've built and led teams, owned KPIs, and driven business outcomes in this domain. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I can",
    "career": [
      {
        "title": "Operations Manager",
        "company": "Wipro",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 13,
        "description": "Brand design and creative direction at a consumer-products company. Owned brand identity (logo, visual system, typography), packaging design, and digital creative across web and social. Led the recent"
      }
    ],
    "skills_top5": [
      {
        "name": "Tailwind",
        "proficiency": "beginner",
        "endorsements": 13,
        "duration_months": 15
      },
      {
        "name": "React",
        "proficiency": "beginner",
        "endorsements": 11,
        "duration_months": 7
      },
      {
        "name": "Photoshop",
        "proficiency": "intermediate",
        "endorsements": 9,
        "duration_months": 30
      },
      {
        "name": "Terraform",
        "proficiency": "intermediate",
        "endorsements": 9,
        "duration_months": 18
      },
      {
        "name": "Content Writing",
        "proficiency": "beginner",
        "endorsements": 9,
        "duration_months": 18
      }
    ],
    "education": [
      {
        "degree": "M.Tech",
        "field": "Mathematics",
        "institution": "Symbiosis International",
        "tier": "tier_3"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000029",
    "current_title": "Business Analyst",
    "years_of_experience": 7.2,
    "summary": "Professional with 7.2+ years of experience. I'm a marketing manager with substantial experience in cross-functional collaboration, stakeholder management, and execution. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I can apply my ",
    "career": [
      {
        "title": "Business Analyst",
        "company": "Wipro",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 16,
        "description": "Marketing leadership role at a B2B SaaS company. Owned the demand-generation function — content marketing, paid acquisition, SEO, email nurture. Built and managed a team of 5 across content, performan"
      },
      {
        "title": "Mechanical Engineer",
        "company": "Globex Inc",
        "industry": "Manufacturing",
        "company_size": "501-1000",
        "duration_months": 14,
        "description": "Mechanical engineering design role at a hardware-product company. Led the design of two product subsystems through full lifecycle: concept, DFM/DFMA review, prototype, production tooling. Comfortable "
      },
      {
        "title": "Civil Engineer",
        "company": "TCS",
        "industry": "IT Services",
        "company_size": "10001+",
        "duration_months": 55,
        "description": "Customer support team lead at a SaaS product. Managed a team of 8 support agents handling tier-1 and tier-2 tickets; owned the escalation process to engineering and the customer-feedback loop to produ"
      }
    ],
    "skills_top5": [
      {
        "name": "gRPC",
        "proficiency": "beginner",
        "endorsements": 15,
        "duration_months": 17
      },
      {
        "name": "Hadoop",
        "proficiency": "beginner",
        "endorsements": 10,
        "duration_months": 4
      },
      {
        "name": "Node.js",
        "proficiency": "beginner",
        "endorsements": 9,
        "duration_months": 18
      },
      {
        "name": "Terraform",
        "proficiency": "beginner",
        "endorsements": 9,
        "duration_months": 10
      },
      {
        "name": "Tailwind",
        "proficiency": "intermediate",
        "endorsements": 5,
        "duration_months": 21
      }
    ],
    "education": [
      {
        "degree": "B.Tech",
        "field": "Artificial Intelligence",
        "institution": "Symbiosis International",
        "tier": "tier_3"
      }
    ]
  },
  {
    "candidate_id": "CAND_0000030",
    "current_title": "Marketing Manager",
    "years_of_experience": 10.0,
    "summary": "Professional with 10.0+ years of experience. I've spent my career in marketing manager roles, mostly focused on driving outcomes through process, people, and customer relationships. Lately I've been curious about how AI tools could augment my work — I've experimented with ChatGPT and a few other tools for productivity and content creation, and I think the space is exciting. Open to roles where I c",
    "career": [
      {
        "title": "Marketing Manager",
        "company": "Dunder Mifflin",
        "industry": "Paper Products",
        "company_size": "201-500",
        "duration_months": 51,
        "description": "Senior accounting role at a mid-sized company — month-end close, financial reporting, statutory compliance (GAAP / Ind-AS), and tax filings. Owned the GL, fixed-asset register, and the audit-readiness"
      },
      {
        "title": "Sales Executive",
        "company": "Hooli",
        "industry": "Software",
        "company_size": "1001-5000",
        "duration_months": 45,
        "description": "Operations management role at a logistics company. Owned daily fulfillment operations across 3 warehouses, managing a team of 80 across receiving, picking, packing, and outbound. Built and tracked the"
      },
      {
        "title": "Content Writer",
        "company": "Hooli",
        "industry": "Software",
        "company_size": "1001-5000",
        "duration_months": 22,
        "description": "Content writing and SEO strategy for a tech-focused publication. Wrote longform articles on developer tools, cloud platforms, and AI/ML topics — including some that ranked on the first page of search "
      }
    ],
    "skills_top5": [
      {
        "name": "Java",
        "proficiency": "intermediate",
        "endorsements": 14,
        "duration_months": 11
      },
      {
        "name": "HTML",
        "proficiency": "intermediate",
        "endorsements": 12,
        "duration_months": 9
      },
      {
        "name": "Microservices",
        "proficiency": "beginner",
        "endorsements": 11,
        "duration_months": 5
      },
      {
        "name": "Six Sigma",
        "proficiency": "beginner",
        "endorsements": 8,
        "duration_months": 8
      },
      {
        "name": "Apache Beam",
        "proficiency": "beginner",
        "endorsements": 5,
        "duration_months": 6
      }
    ],
    "education": [
      {
        "degree": "B.E.",
        "field": "Computer Engineering",
        "institution": "Generic State University",
        "tier": "tier_4"
      },
      {
        "degree": "Ph.D",
        "field": "Artificial Intelligence",
        "institution": "Generic State University",
        "tier": "tier_4"
      }
    ]
  }
]