candidate_id string | profile dict | career_history list | education list | skills list | certifications list | languages list | redrob_signals dict |
|---|---|---|---|---|---|---|---|
CAND_0000001 | {
"anonymized_name": "Ira Vora",
"headline": "Backend Engineer | SQL, Spark, Cloud",
"summary": "Software / data professional with 6.9 years of experience building data pipelines, backend systems, and analytics infrastructure. I'm a backend/data hybrid — Spark, Airflow, SQL warehouses are home territory; I'm buil... | [
{
"company": "Mindtree",
"title": "Backend Engineer",
"start_date": "2024-03-08T00:00:00",
"end_date": null,
"duration_months": 27,
"is_current": true,
"industry": "IT Services",
"company_size": "10001+",
"description": "Implemented streaming data pipelines on Kafka and Spark Str... | [
{
"institution": "Lovely Professional University",
"degree": "B.E.",
"field_of_study": "Computer Science",
"start_year": 2017,
"end_year": 2020,
"grade": "8.24 CGPA",
"tier": "tier_3"
}
] | [
{
"name": "Tailwind",
"proficiency": "intermediate",
"endorsements": 3,
"duration_months": 13
},
{
"name": "NLP",
"proficiency": "advanced",
"endorsements": 37,
"duration_months": 26
},
{
"name": "Image Classification",
"proficiency": "advanced",
"endorsements": 7... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "conversational"
}
] | {
"profile_completeness_score": 86.9,
"signup_date": "2025-10-16T00:00:00",
"last_active_date": "2026-05-20T00:00:00",
"open_to_work_flag": true,
"profile_views_received_30d": 23,
"applications_submitted_30d": 2,
"recruiter_response_rate": 0.34,
"avg_response_time_hours": 177.8,
"skill_assessment_scor... |
CAND_0000002 | {
"anonymized_name": "Saanvi Sethi",
"headline": "Operations Manager | 12.5+ yrs experience",
"summary": "Professional with 12.5+ 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 ab... | [
{
"company": "Wipro",
"title": "Operations Manager",
"start_date": "2022-11-14T00:00:00",
"end_date": null,
"duration_months": 43,
"is_current": true,
"industry": "IT Services",
"company_size": "10001+",
"description": "Customer support team lead at a SaaS product. Managed a team... | [
{
"institution": "Local Engineering College",
"degree": "B.Sc",
"field_of_study": "Mathematics",
"start_year": 2007,
"end_year": 2011,
"grade": "77%",
"tier": "tier_4"
}
] | [
{
"name": "Project Management",
"proficiency": "intermediate",
"endorsements": 14,
"duration_months": 23
},
{
"name": "React",
"proficiency": "intermediate",
"endorsements": 6,
"duration_months": 35
},
{
"name": "Photoshop",
"proficiency": "intermediate",
"endorse... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "conversational"
}
] | {
"profile_completeness_score": 78.7,
"signup_date": "2025-07-28T00:00:00",
"last_active_date": "2025-11-12T00:00:00",
"open_to_work_flag": true,
"profile_views_received_30d": 7,
"applications_submitted_30d": 1,
"recruiter_response_rate": 0.29,
"avg_response_time_hours": 171.6,
"skill_assessment_score... |
CAND_0000003 | {
"anonymized_name": "Yash Agarwal",
"headline": "Customer Support | 1.1+ yrs experience",
"summary": "Professional with 1.1+ 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... | [
{
"company": "TCS",
"title": "Customer Support",
"start_date": "2025-05-02T00:00:00",
"end_date": null,
"duration_months": 13,
"is_current": true,
"industry": "IT Services",
"company_size": "10001+",
"description": "Business analyst at a consulting firm, working primarily with re... | [
{
"institution": "Local Engineering College",
"degree": "M.E.",
"field_of_study": "Chemical Engineering",
"start_year": 2005,
"end_year": 2010,
"grade": "6.82 CGPA",
"tier": "tier_4"
},
{
"institution": "Chandigarh University",
"degree": "M.Sc",
"field_of_study": "Informa... | [
{
"name": "Angular",
"proficiency": "intermediate",
"endorsements": 13,
"duration_months": 10
},
{
"name": "SEO",
"proficiency": "beginner",
"endorsements": 11,
"duration_months": 11
},
{
"name": "Excel",
"proficiency": "intermediate",
"endorsements": 2,
"dura... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 31.9,
"signup_date": "2024-08-02T00:00:00",
"last_active_date": "2026-03-21T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 1,
"applications_submitted_30d": 9,
"recruiter_response_rate": 0.46,
"avg_response_time_hours": 119.4,
"skill_assessment_scor... |
CAND_0000004 | {
"anonymized_name": "Anil Bose",
"headline": "Marketing Manager | Driving business outcomes",
"summary": "Professional with 3.8+ 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 ab... | [
{
"company": "Dunder Mifflin",
"title": "Marketing Manager",
"start_date": "2025-04-02T00:00:00",
"end_date": null,
"duration_months": 14,
"is_current": true,
"industry": "Paper Products",
"company_size": "201-500",
"description": "Mechanical engineering design role at a hardware... | [
{
"institution": "Local Engineering College",
"degree": "B.Tech",
"field_of_study": "Machine Learning",
"start_year": 2015,
"end_year": 2019,
"grade": "7.72 CGPA",
"tier": "tier_4"
},
{
"institution": "Lovely Professional University",
"degree": "Ph.D",
"field_of_study": "... | [
{
"name": "Node.js",
"proficiency": "intermediate",
"endorsements": 1,
"duration_months": 20
},
{
"name": "Content Writing",
"proficiency": "beginner",
"endorsements": 7,
"duration_months": 3
},
{
"name": "Redux",
"proficiency": "beginner",
"endorsements": 14,
... | [
{
"name": "AWS Certified Cloud Practitioner",
"issuer": "AWS",
"year": 2025
},
{
"name": "Scrum Master Certified",
"issuer": "Scrum Alliance",
"year": 2025
}
] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 28.5,
"signup_date": "2025-07-21T00:00:00",
"last_active_date": "2026-03-25T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 3,
"applications_submitted_30d": 9,
"recruiter_response_rate": 0.26,
"avg_response_time_hours": 104.1,
"skill_assessment_scor... |
CAND_0000005 | {
"anonymized_name": "Aisha Sethi",
"headline": "Accountant | Helping teams scale",
"summary": "Professional with 11.0+ 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 A... | [
{
"company": "Stark Industries",
"title": "Accountant",
"start_date": "2022-02-17T00:00:00",
"end_date": null,
"duration_months": 52,
"is_current": true,
"industry": "Manufacturing",
"company_size": "1001-5000",
"description": "Business analyst at a consulting firm, working prima... | [
{
"institution": "Chandigarh University",
"degree": "M.Sc",
"field_of_study": "Information Technology",
"start_year": 2007,
"end_year": 2012,
"grade": "87%",
"tier": "tier_3"
}
] | [
{
"name": "SQL",
"proficiency": "beginner",
"endorsements": 12,
"duration_months": 12
},
{
"name": "PowerPoint",
"proficiency": "beginner",
"endorsements": 6,
"duration_months": 14
},
{
"name": "Photoshop",
"proficiency": "beginner",
"endorsements": 4,
"durati... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "conversational"
}
] | {
"profile_completeness_score": 84.6,
"signup_date": "2023-10-07T00:00:00",
"last_active_date": "2025-10-01T00:00:00",
"open_to_work_flag": true,
"profile_views_received_30d": 12,
"applications_submitted_30d": 2,
"recruiter_response_rate": 0.37,
"avg_response_time_hours": 116.7,
"skill_assessment_scor... |
CAND_0000006 | {
"anonymized_name": "Rajesh Desai",
"headline": "Business Analyst | 6.0+ yrs experience",
"summary": "Professional with 6.0+ 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... | [
{
"company": "Wayne Enterprises",
"title": "Business Analyst",
"start_date": "2023-09-10T00:00:00",
"end_date": null,
"duration_months": 33,
"is_current": true,
"industry": "Conglomerate",
"company_size": "10001+",
"description": "Senior accounting role at a mid-sized company — m... | [
{
"institution": "Lovely Professional University",
"degree": "B.Sc",
"field_of_study": "Artificial Intelligence",
"start_year": 2005,
"end_year": 2008,
"grade": "9.26 CGPA",
"tier": "tier_3"
}
] | [
{
"name": "Content Writing",
"proficiency": "intermediate",
"endorsements": 0,
"duration_months": 33
},
{
"name": "SEO",
"proficiency": "intermediate",
"endorsements": 13,
"duration_months": 31
},
{
"name": "Redux",
"proficiency": "beginner",
"endorsements": 15,
... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "conversational"
}
] | {
"profile_completeness_score": 29.7,
"signup_date": "2026-04-26T00:00:00",
"last_active_date": "2026-02-28T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 53,
"applications_submitted_30d": 8,
"recruiter_response_rate": 0.12,
"avg_response_time_hours": 172.1,
"skill_assessment_sco... |
CAND_0000007 | {
"anonymized_name": "Vihaan Bose",
"headline": "Civil Engineer | 5.5+ yrs experience",
"summary": "Professional with 5.5+ 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... | [
{
"company": "Wipro",
"title": "Civil Engineer",
"start_date": "2023-04-13T00:00:00",
"end_date": null,
"duration_months": 38,
"is_current": true,
"industry": "IT Services",
"company_size": "10001+",
"description": "Brand design and creative direction at a consumer-products compa... | [
{
"institution": "SRM University",
"degree": "M.E.",
"field_of_study": "Data Science",
"start_year": 2009,
"end_year": 2013,
"grade": "8.28 CGPA",
"tier": "tier_2"
}
] | [
{
"name": "Content Writing",
"proficiency": "beginner",
"endorsements": 12,
"duration_months": 14
},
{
"name": "MongoDB",
"proficiency": "intermediate",
"endorsements": 13,
"duration_months": 9
},
{
"name": "Sales",
"proficiency": "intermediate",
"endorsements": 0... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 74.6,
"signup_date": "2025-09-29T00:00:00",
"last_active_date": "2026-05-25T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 2,
"applications_submitted_30d": 1,
"recruiter_response_rate": 0.62,
"avg_response_time_hours": 61.3,
"skill_assessment_score... |
CAND_0000008 | {
"anonymized_name": "Shaurya Chatterjee",
"headline": "Operations Manager | 3.6+ yrs experience",
"summary": "Professional with 3.6+ 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 curio... | [
{
"company": "Wipro",
"title": "Operations Manager",
"start_date": "2022-11-14T00:00:00",
"end_date": null,
"duration_months": 43,
"is_current": true,
"industry": "IT Services",
"company_size": "10001+",
"description": "Marketing leadership role at a B2B SaaS company. Owned the d... | [
{
"institution": "Anna University",
"degree": "B.Tech",
"field_of_study": "Data Science",
"start_year": 2008,
"end_year": 2012,
"grade": "8.60 CGPA",
"tier": "tier_2"
},
{
"institution": "SRM University",
"degree": "M.Sc",
"field_of_study": "Computer Engineering",
"st... | [
{
"name": "Java",
"proficiency": "intermediate",
"endorsements": 2,
"duration_months": 32
},
{
"name": "BigQuery",
"proficiency": "beginner",
"endorsements": 5,
"duration_months": 9
},
{
"name": "Spark",
"proficiency": "beginner",
"endorsements": 4,
"duration_... | [
{
"name": "Six Sigma Green Belt",
"issuer": "ASQ",
"year": 2018
}
] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 63,
"signup_date": "2022-06-26T00:00:00",
"last_active_date": "2025-12-13T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 28,
"applications_submitted_30d": 5,
"recruiter_response_rate": 0.42,
"avg_response_time_hours": 98.4,
"skill_assessment_scores... |
CAND_0000009 | {
"anonymized_name": "Amit Shah",
"headline": "Mechanical Engineer | Driving business outcomes",
"summary": "Professional with 11.0+ 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... | [
{
"company": "Dunder Mifflin",
"title": "Mechanical Engineer",
"start_date": "2022-10-15T00:00:00",
"end_date": null,
"duration_months": 44,
"is_current": true,
"industry": "Paper Products",
"company_size": "201-500",
"description": "Business analyst at a consulting firm, working... | [
{
"institution": "KIIT University",
"degree": "B.Tech",
"field_of_study": "Electronics",
"start_year": 2009,
"end_year": 2014,
"grade": "7.89 CGPA",
"tier": "tier_3"
}
] | [
{
"name": "Snowflake",
"proficiency": "intermediate",
"endorsements": 5,
"duration_months": 8
},
{
"name": "gRPC",
"proficiency": "beginner",
"endorsements": 6,
"duration_months": 12
},
{
"name": "JavaScript",
"proficiency": "intermediate",
"endorsements": 0,
... | [] | [
{
"language": "English",
"proficiency": "native"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 39.6,
"signup_date": "2025-10-19T00:00:00",
"last_active_date": "2026-01-27T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 50,
"applications_submitted_30d": 8,
"recruiter_response_rate": 0.53,
"avg_response_time_hours": 202,
"skill_assessment_score... |
CAND_0000010 | {
"anonymized_name": "Aarav Kapoor",
"headline": "Data Engineer | Data pipelines & analytics",
"summary": "Software / data professional with 4.6 years of experience building data pipelines, backend systems, and analytics infrastructure. Most of my work has been data pipelines and analytics infrastructure; I've sh... | [
{
"company": "Ola",
"title": "Data Engineer",
"start_date": "2021-11-19T00:00:00",
"end_date": null,
"duration_months": 55,
"is_current": true,
"industry": "Transportation",
"company_size": "5001-10000",
"description": "Mixed data science and analytics-engineering role at a marke... | [
{
"institution": "Generic State University",
"degree": "B.E.",
"field_of_study": "Mathematics",
"start_year": 2007,
"end_year": 2011,
"grade": "85%",
"tier": "tier_4"
},
{
"institution": "Local Engineering College",
"degree": "M.S.",
"field_of_study": "Computer Engineerin... | [
{
"name": "GCP",
"proficiency": "beginner",
"endorsements": 7,
"duration_months": 8
},
{
"name": "Spring Boot",
"proficiency": "beginner",
"endorsements": 3,
"duration_months": 2
},
{
"name": "Kubeflow",
"proficiency": "intermediate",
"endorsements": 11,
"dura... | [] | [
{
"language": "English",
"proficiency": "native"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 81.6,
"signup_date": "2026-01-09T00:00:00",
"last_active_date": "2026-04-29T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 60,
"applications_submitted_30d": 13,
"recruiter_response_rate": 0.4,
"avg_response_time_hours": 19,
"skill_assessment_scores... |
CAND_0000011 | {
"anonymized_name": "Deepak Desai",
"headline": "QA Engineer | Cloud & DevOps",
"summary": "Software engineer with 2.0 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, ... | [
{
"company": "Pied Piper",
"title": "QA Engineer",
"start_date": "2025-05-02T00:00:00",
"end_date": null,
"duration_months": 13,
"is_current": true,
"industry": "Software",
"company_size": "11-50",
"description": "Android mobile development using Java and (more recently) Kotlin a... | [
{
"institution": "Chandigarh University",
"degree": "B.Tech",
"field_of_study": "Data Science",
"start_year": 2014,
"end_year": 2019,
"grade": "6.96 CGPA",
"tier": "tier_3"
},
{
"institution": "Anna University",
"degree": "B.Sc",
"field_of_study": "Information Technology"... | [
{
"name": "Recommendation Systems",
"proficiency": "advanced",
"endorsements": 5,
"duration_months": 40
},
{
"name": "Scrum",
"proficiency": "beginner",
"endorsements": 13,
"duration_months": 7
},
{
"name": "FastAPI",
"proficiency": "beginner",
"endorsements": 4,
... | [
{
"name": "AWS Certified Cloud Practitioner",
"issuer": "AWS",
"year": 2019
},
{
"name": "Six Sigma Green Belt",
"issuer": "ASQ",
"year": 2021
}
] | [
{
"language": "English",
"proficiency": "native"
},
{
"language": "Hindi",
"proficiency": "professional"
}
] | {
"profile_completeness_score": 59.2,
"signup_date": "2023-07-22T00:00:00",
"last_active_date": "2026-01-19T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 112,
"applications_submitted_30d": 0,
"recruiter_response_rate": 0.56,
"avg_response_time_hours": 184.4,
"skill_assessment_sc... |
CAND_0000012 | {
"anonymized_name": "Anjali Krishnan",
"headline": "Operations Manager | Driving business outcomes",
"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 cur... | [
{
"company": "Stark Industries",
"title": "Operations Manager",
"start_date": "2025-05-02T00:00:00",
"end_date": null,
"duration_months": 13,
"is_current": true,
"industry": "Manufacturing",
"company_size": "1001-5000",
"description": "Senior accounting role at a mid-sized compan... | [
{
"institution": "Symbiosis International",
"degree": "B.Sc",
"field_of_study": "Physics",
"start_year": 2018,
"end_year": 2022,
"grade": "68%",
"tier": "tier_3"
},
{
"institution": "Christ University",
"degree": "B.Sc",
"field_of_study": "Mechanical Engineering",
"st... | [
{
"name": "Azure",
"proficiency": "beginner",
"endorsements": 7,
"duration_months": 10
},
{
"name": "Airflow",
"proficiency": "intermediate",
"endorsements": 2,
"duration_months": 15
},
{
"name": "AWS",
"proficiency": "intermediate",
"endorsements": 15,
"durat... | [] | [
{
"language": "English",
"proficiency": "professional"
},
{
"language": "Hindi",
"proficiency": "conversational"
}
] | {
"profile_completeness_score": 53.4,
"signup_date": "2024-01-28T00:00:00",
"last_active_date": "2025-10-28T00:00:00",
"open_to_work_flag": false,
"profile_views_received_30d": 60,
"applications_submitted_30d": 1,
"recruiter_response_rate": 0.16,
"avg_response_time_hours": 38.4,
"skill_assessment_scor... |
CAND_0000013 | {
"anonymized_name": "Pari Nair",
"headline": "Civil Engineer | Driving business outcomes",
"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 to... | [
{
"company": "Globex Inc",
"title": "Civil Engineer",
"start_date": "2025-05-02T00:00:00",
"end_date": null,
"duration_months": 13,
"is_current": true,
"industry": "Manufacturing",
"company_size": "501-1000",
"description": "Customer support team lead at a SaaS product. Managed a... | [
{
"institution": "Delhi College of Engineering",
"degree": "B.E.",
"field_of_study": "Information Technology",
"start_year": 2019,
"end_year": 2022,
"grade": "8.84 CGPA",
"tier": "tier_2"
},
{
"institution": "Amity University",
"degree": "Ph.D",
"field_of_study": "Informa... | [
{
"name": "React",
"proficiency": "intermediate",
"endorsements": 5,
"duration_months": 23
},
{
"name": "Redux",
"proficiency": "intermediate",
"endorsements": 11,
"duration_months": 9
},
{
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CAND_0000014 | {
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CAND_0000015 | {
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CAND_0000016 | {
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CAND_0000017 | {
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CAND_0000018 | {
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CAND_0000019 | {
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CAND_0000020 | {
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CAND_0000021 | {
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CAND_0000022 | {
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CAND_0000023 | {
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CAND_0000024 | {
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CAND_0000025 | {
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CAND_0000026 | {
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