{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Head of Data Operations","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/795889dc-1c77-4e32-9354-00e9b6e06586","json_url":"https://onlylabs.fyi/signals/795889dc-1c77-4e32-9354-00e9b6e06586/signal.json","generated_at":"2026-07-26T20:38:37.886Z","evidence_latest_fetched_at":"2026-07-04T07:12:11.825385+00:00","signal_first_seen_at":"2026-07-04T07:10:45.699288+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/795889dc-1c77-4e32-9354-00e9b6e06586","signal_json":"https://onlylabs.fyi/signals/795889dc-1c77-4e32-9354-00e9b6e06586/signal.json","source":"https://jobs.ashbyhq.com/sarvam/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4","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 Head of Data Operations (Bengaluru). 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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/795889dc-1c77-4e32-9354-00e9b6e06586/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4","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 \"Head of Data Operations\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Head of Data Operations","text":"Sarvam AI opened role Head of Data Operations."},{"subject":"Head of Data Operations","predicate":"is classified as","object":"job signal","text":"Head of Data Operations is classified as job signal."},{"subject":"Head of Data Operations","predicate":"belongs to","object":"hiring desk","text":"Head of Data Operations belongs to hiring desk."},{"subject":"Head of Data Operations","predicate":"has context","object":"Bengaluru","text":"Head of Data Operations has context Bengaluru."},{"subject":"Head of Data Operations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Head of Data Operations has evidence coverage 1 captured evidence page."},{"subject":"Head of Data Operations","predicate":"has captured page count","object":"1","text":"Head of Data Operations has captured page count 1."},{"subject":"Head of Data Operations","predicate":"has readable page count","object":"1","text":"Head of Data Operations has readable page count 1."},{"subject":"Head of Data Operations","predicate":"has related signal count","object":"6","text":"Head of Data Operations has related signal count 6."},{"subject":"Head of Data Operations","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":"Head of Data Operations has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Head of Data Operations","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Head of Data Operations has source host jobs.ashbyhq.com."},{"subject":"Head of Data Operations","predicate":"has lab","object":"Sarvam AI","text":"Head of Data Operations has lab Sarvam AI."},{"subject":"Head of Data Operations","predicate":"has signal desk","object":"hiring","text":"Head of Data Operations has signal desk hiring."},{"subject":"Head of Data Operations","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Head of Data Operations has source host jobs.ashbyhq.com."},{"subject":"Head of Data Operations","predicate":"has team","object":"Models","text":"Head of Data Operations has team Models."},{"subject":"Head of Data Operations","predicate":"has location","object":"Bengaluru","text":"Head of Data Operations has location Bengaluru."},{"subject":"Head of Data Operations","predicate":"has ats","object":"ashby","text":"Head of Data Operations has ats ashby."},{"subject":"Head of Data Operations","predicate":"has notability","object":"Routine job opening, not a product or research event.","text":"Head of Data Operations has notability Routine job opening, not a product or research event.."},{"subject":"Head of Data Operations","predicate":"has watch term","object":"Eval methodology","text":"Head of Data Operations has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Head of Data Operations (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Models · location Bengaluru · Routine job opening, not a product or research event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Head of Data Operations","text":"Sarvam AI opened role Head of Data Operations."},{"subject":"Head of Data Operations","predicate":"is classified as","object":"job signal","text":"Head of Data Operations is classified as job signal."},{"subject":"Head of Data Operations","predicate":"belongs to","object":"hiring desk","text":"Head of Data Operations belongs to hiring desk."},{"subject":"Head of Data Operations","predicate":"has context","object":"Bengaluru","text":"Head of Data Operations has context Bengaluru."},{"subject":"Head of Data Operations","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Head of Data Operations has evidence coverage 1 captured evidence page."}]},"signal":{"id":"795889dc-1c77-4e32-9354-00e9b6e06586","url":"https://onlylabs.fyi/signals/795889dc-1c77-4e32-9354-00e9b6e06586","json_url":"https://onlylabs.fyi/signals/795889dc-1c77-4e32-9354-00e9b6e06586/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4","title":"Head of Data Operations","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":"2026-07-03T09:05:18.042+00:00","first_seen_at":"2026-07-04T07:10:45.699288+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/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4"]},"facets":{"location":"Bengaluru","team":"Models","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":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/sarvam/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4","final_url":"https://jobs.ashbyhq.com/sarvam/d3985e0b-d4ae-4e89-bb6b-b6ef1b125dc4","title":"Head of Data Operations","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-04T07:12:11.825385+00:00","bytes":9165,"raw_path":"566545eb9c41c07f08905f8a1222528ae4e38a4aeae632e654c3e95117170c7b.json","content_hash":"fae560fc269216c9ea0d772605b49cc283559fbb1f03ac262003ab4abc4fd87c","excerpt_chars":1200,"truncated":true,"excerpt":"Head of Data Operations Team: Models Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-07-03T09:05:18.042+00:00 ABOUT THE ROLE Sarvam AI is building India's sovereign full-stack Generative AI platform - foundational models and AI solutions that understand Indian languages, culture, and diversity. High-quality data is the fuel behind this mission, and we're looking for a detail-oriented deal maker to own data procurement end-to-end: from understanding what our Models team needs, to sourcing it from the right providers, to closing deals, to ensuring the data actually lands and meets the bar. This is a high-ownership, high-accountability role at the intersection of operations, vendor management, and applied AI - ideal for someone who thrives on structure, negotiation, and getting things done right the first time. WHAT YOU'LL DO - Translate requirements into action: Work closely with the Models team to understand data requirements - languages, formats, volumes, quality benchmarks and convert them into clear sourcing briefs. - Source and negotiate: Identify, evaluate, and negotiate with data providers and vendors to secure high-quality data..."},"evidence_pages":[],"related_signals":[{"id":"5a87d7eb-1b59-4223-8520-c8a279282047","url":"https://onlylabs.fyi/signals/5a87d7eb-1b59-4223-8520-c8a279282047","source_url":"https://jobs.ashbyhq.com/sarvam/adbc090f-3aad-4b12-af36-a2f4b55c017e","title":"Product Manager – Media & Entertainment, Sarvam Studio","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-22T11:24:26.246+00:00","first_seen_at":"2026-07-23T07:10:39.015422+00:00","date_source":"ashby.publishedAt"},{"id":"79fbb6fe-d2ae-4883-9101-5d954a0b9135","url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135","source_url":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","title":"Product Operations & Analytics Intern","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-19T08:29:30.871+00:00","first_seen_at":"2026-07-15T07:10:41.853781+00:00","date_source":"ashby.publishedAt"},{"id":"3c63b447-2fdc-40a5-852c-3f81e359f4c9","url":"https://onlylabs.fyi/signals/3c63b447-2fdc-40a5-852c-3f81e359f4c9","source_url":"https://jobs.ashbyhq.com/sarvam/1cd40084-586f-4edd-99ec-adff468aafdd","title":"Deployment Strategist","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-09T16:15:11.218+00:00","first_seen_at":"2026-07-10T07:10:42.168641+00:00","date_source":"ashby.publishedAt"},{"id":"1209d082-19a0-4edb-bef0-6a6a37f30440","url":"https://onlylabs.fyi/signals/1209d082-19a0-4edb-bef0-6a6a37f30440","source_url":"https://jobs.ashbyhq.com/sarvam/81ee59c9-c296-4ff0-9012-4e0f51b4a7f7","title":"Forward Deployed Engineer ","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-07T07:54:28.833+00:00","first_seen_at":"2026-07-08T07:10:42.997582+00:00","date_source":"ashby.publishedAt"},{"id":"d9fbf827-647d-4e1c-94d0-5811aec7b25c","url":"https://onlylabs.fyi/signals/d9fbf827-647d-4e1c-94d0-5811aec7b25c","source_url":"https://jobs.ashbyhq.com/sarvam/51a0c7e5-7109-49e7-b552-dbe915cb3f94","title":"Head of Brand & Communications","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-05T17:05:15.78+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"},{"id":"72035f4f-3832-4fd2-acdb-3e826d364bf0","url":"https://onlylabs.fyi/signals/72035f4f-3832-4fd2-acdb-3e826d364bf0","source_url":"https://jobs.ashbyhq.com/sarvam/ccfc0dbf-cf76-439a-aaea-f622daae614b","title":"Business Development Representative","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-05T16:57:50.371+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"}]}