{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Data Scientist - Evaluations, Chanakya","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800","json_url":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800/signal.json","generated_at":"2026-06-11T03:17:30.840029+00:00","org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/sarvam","dossier_json_url":"https://onlylabs.fyi/labs/sarvam/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800","signal_json":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800/signal.json","source":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","lab_dossier":"https://onlylabs.fyi/labs/sarvam","lab_dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis":"https://onlylabs.fyi/analysis/sarvam","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Sarvam AI opened Data Scientist - Evaluations, Chanakya (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","source_host":"jobs.ashbyhq.com","occurred_at":"2026-04-17T11:56:48.684+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt","context":"Bengaluru"},"context_markers":[{"label":"Lab","value":"Sarvam AI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Engineering","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:30.840029+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800/signal.json","dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","data_radar_json":null,"opportunities_json":null},"analysis_playbook":{"objective":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","evidence_focus":["role title","team or function","location","job description","data, eval, infra, safety, product, and GTM terms"],"extraction_questions":["Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Which roles imply data, evaluation, infrastructure, or platform spend?","Which labs have hiring signals without a fresh standing analysis?"],"signal_questions":["What demand signal does this role create for teams, locations, infrastructure, evals, or data workflows?","Which teams are hiring repeatedly?","Which locations or hubs are becoming more important?","Do the 6 related job signals show a repeated pattern?"],"output_fields":["org","team","location","role_theme","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sarvam/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sarvam/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific implication","confidence and missing evidence","recommended next source to inspect"],"prompt_seed":"Using only the linked onlylabs JSON, captured source context, and cited evidence, analyze Sarvam AI's job signal \"Data Scientist - Evaluations, Chanakya\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Data Scientist - Evaluations, Chanakya","text":"Sarvam AI opened role Data Scientist - Evaluations, Chanakya."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"is classified as","object":"job signal","text":"Data Scientist - Evaluations, Chanakya is classified as job signal."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"belongs to","object":"hiring desk","text":"Data Scientist - Evaluations, Chanakya belongs to hiring desk."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has context","object":"Bengaluru","text":"Data Scientist - Evaluations, Chanakya has context Bengaluru."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Data Scientist - Evaluations, Chanakya has evidence coverage 1 captured evidence page."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has captured page count","object":"1","text":"Data Scientist - Evaluations, Chanakya has captured page count 1."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has readable page count","object":"1","text":"Data Scientist - Evaluations, Chanakya has readable page count 1."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has related signal count","object":"6","text":"Data Scientist - Evaluations, Chanakya has related signal count 6."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has analysis playbook objective","object":"Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.","text":"Data Scientist - Evaluations, Chanakya has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Data Scientist - Evaluations, Chanakya has source host jobs.ashbyhq.com."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has lab","object":"Sarvam AI","text":"Data Scientist - Evaluations, Chanakya has lab Sarvam AI."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has signal desk","object":"hiring","text":"Data Scientist - Evaluations, Chanakya has signal desk hiring."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Data Scientist - Evaluations, Chanakya has source host jobs.ashbyhq.com."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has team","object":"Engineering","text":"Data Scientist - Evaluations, Chanakya has team Engineering."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has location","object":"Bengaluru","text":"Data Scientist - Evaluations, Chanakya has location Bengaluru."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has ats","object":"ashby","text":"Data Scientist - Evaluations, Chanakya has ats ashby."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has notability","object":"Routine job posting","text":"Data Scientist - Evaluations, Chanakya has notability Routine job posting."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has watch term","object":"Eval methodology","text":"Data Scientist - Evaluations, Chanakya has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Data Scientist - Evaluations, Chanakya (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Data Scientist - Evaluations, Chanakya","text":"Sarvam AI opened role Data Scientist - Evaluations, Chanakya."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"is classified as","object":"job signal","text":"Data Scientist - Evaluations, Chanakya is classified as job signal."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"belongs to","object":"hiring desk","text":"Data Scientist - Evaluations, Chanakya belongs to hiring desk."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has context","object":"Bengaluru","text":"Data Scientist - Evaluations, Chanakya has context Bengaluru."},{"subject":"Data Scientist - Evaluations, Chanakya","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Data Scientist - Evaluations, Chanakya has evidence coverage 1 captured evidence page."}]},"signal":{"id":"fa20f2fe-4581-4afd-8ddd-012f5fa16800","url":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800","json_url":"https://onlylabs.fyi/signals/fa20f2fe-4581-4afd-8ddd-012f5fa16800/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","title":"Data Scientist - Evaluations, Chanakya","summary":"Sarvam AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-04-17T11:56:48.684+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt","evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e"]},"facets":{"location":"Bengaluru","team":"Engineering","ats":"ashby"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","final_url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","title":"Data Scientist - Evaluations, Chanakya","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:30.840029+00:00","bytes":10697,"raw_path":"a527a793585cec3d8233c7a561ab8f352681c80417a1b74c642cd971930c1c3f.json","content_hash":"92bf0bd9bd0515a1506801b9acdd6cc0ff621bd39031d4cea20d5b906d5693a5","excerpt_chars":1200,"truncated":true,"excerpt":"Data Scientist - Evaluations, Chanakya Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T11:56:48.684+00:00 About Sarvam Sarvam is building the bedrock of Sovereign AI for India. The company is developing India's full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India's leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. About the Role This is an intellectually demanding role. The Data Scientist anchors the evaluations function for this vertical — designing, building, and maintaining evaluation frameworks that measure model and system quality in operational context. You are not running standard benchmarks. You are building domain-specific eval harnesses for high-stakes use cases where a wrong answer carries real consequences. You will work closely with the MLOps Engineer, the PM, and the deployment team. The evaluations you design are the..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","final_url":"https://jobs.ashbyhq.com/sarvam/7c42207a-bb56-413c-839f-9ad692df840e","title":"Data Scientist - Evaluations, Chanakya","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:30.840029+00:00","bytes":10697,"raw_path":"a527a793585cec3d8233c7a561ab8f352681c80417a1b74c642cd971930c1c3f.json","content_hash":"92bf0bd9bd0515a1506801b9acdd6cc0ff621bd39031d4cea20d5b906d5693a5","excerpt_chars":1200,"truncated":true,"excerpt":"Data Scientist - Evaluations, Chanakya Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T11:56:48.684+00:00 About Sarvam Sarvam is building the bedrock of Sovereign AI for India. The company is developing India's full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India's leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. About the Role This is an intellectually demanding role. The Data Scientist anchors the evaluations function for this vertical — designing, building, and maintaining evaluation frameworks that measure model and system quality in operational context. You are not running standard benchmarks. You are building domain-specific eval harnesses for high-stakes use cases where a wrong answer carries real consequences. You will work closely with the MLOps Engineer, the PM, and the deployment team. The evaluations you design are the..."}],"related_signals":[{"id":"a0ed2969-b120-4cec-a95c-f84203926563","url":"https://onlylabs.fyi/signals/a0ed2969-b120-4cec-a95c-f84203926563","source_url":"https://jobs.ashbyhq.com/sarvam/30259734-50c3-4f1c-81cd-8bff07e585e7","title":"Applied AI Engineer, Sarvam Agents","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-10T17:13:02.712+00:00","first_seen_at":"2026-06-11T07:01:15.429356+00:00","date_source":"ashby.publishedAt"},{"id":"29f74af2-73b4-4a96-a8d3-6186ba033121","url":"https://onlylabs.fyi/signals/29f74af2-73b4-4a96-a8d3-6186ba033121","source_url":"https://jobs.ashbyhq.com/sarvam/7f3aa010-8b45-475f-a361-2c6b51074558","title":"Business Development - Education & Healthcare","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T09:17:21.529+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"bda866e0-c177-44cf-8e5a-377529003ec6","url":"https://onlylabs.fyi/signals/bda866e0-c177-44cf-8e5a-377529003ec6","source_url":"https://jobs.ashbyhq.com/sarvam/8b83a923-78ac-485d-a1b4-304ea526160c","title":"CISO","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T07:57:32.416+00:00","first_seen_at":"2026-06-09T07:00:28.32386+00:00","date_source":"ashby.publishedAt"},{"id":"0da58707-8608-4400-b3da-921d192c9455","url":"https://onlylabs.fyi/signals/0da58707-8608-4400-b3da-921d192c9455","source_url":"https://jobs.ashbyhq.com/sarvam/e72fad96-0e1a-4926-8cf4-b3986fc59e6c","title":"GTM & Strategy Associate, Sarvam Studio","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-05T08:26:03.478+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"d825bc36-ba52-4ddc-a46f-6434f27daab8","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","source_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:10:21.432+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"c66e7622-bf8c-4fe2-8124-b1e10e03efa5","url":"https://onlylabs.fyi/signals/c66e7622-bf8c-4fe2-8124-b1e10e03efa5","source_url":"https://jobs.ashbyhq.com/sarvam/4129247f-07d0-4fea-b72e-f86adabc55ad","title":"Senior Performance Engineer, Discrete GPU","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:05:58.002+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"}]}