{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: AI Engineer - Healthcare","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c","json_url":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c/signal.json","generated_at":"2026-06-27T00:54:24.104Z","evidence_latest_fetched_at":"2026-06-23T07:02:31.815484+00:00","signal_first_seen_at":"2026-06-23T07:00:37.238933+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/d40349f1-568d-4887-9d93-5004b5c4608c","signal_json":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c/signal.json","source":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","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 AI Engineer - Healthcare (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job opening, low impact. 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/1eabe210-9af3-463d-9724-240100f467c6","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-22T07:16:55.994+00:00","first_seen_at":"2026-06-23T07:00:37.238933+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 opening, low impact","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":"Safety and alignment","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/1eabe210-9af3-463d-9724-240100f467c6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-23T07:02:31.815484+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c/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/d40349f1-568d-4887-9d93-5004b5c4608c/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","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 \"AI Engineer - Healthcare\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role AI Engineer - Healthcare","text":"Sarvam AI opened role AI Engineer - Healthcare."},{"subject":"AI Engineer - Healthcare","predicate":"is classified as","object":"job signal","text":"AI Engineer - Healthcare is classified as job signal."},{"subject":"AI Engineer - Healthcare","predicate":"belongs to","object":"hiring desk","text":"AI Engineer - Healthcare belongs to hiring desk."},{"subject":"AI Engineer - Healthcare","predicate":"has context","object":"Bengaluru","text":"AI Engineer - Healthcare has context Bengaluru."},{"subject":"AI Engineer - Healthcare","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Engineer - Healthcare has evidence coverage 1 captured evidence page."},{"subject":"AI Engineer - Healthcare","predicate":"has captured page count","object":"1","text":"AI Engineer - Healthcare has captured page count 1."},{"subject":"AI Engineer - Healthcare","predicate":"has readable page count","object":"1","text":"AI Engineer - Healthcare has readable page count 1."},{"subject":"AI Engineer - Healthcare","predicate":"has related signal count","object":"6","text":"AI Engineer - Healthcare has related signal count 6."},{"subject":"AI Engineer - Healthcare","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":"AI Engineer - Healthcare has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"AI Engineer - Healthcare","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Engineer - Healthcare has source host jobs.ashbyhq.com."},{"subject":"AI Engineer - Healthcare","predicate":"has lab","object":"Sarvam AI","text":"AI Engineer - Healthcare has lab Sarvam AI."},{"subject":"AI Engineer - Healthcare","predicate":"has signal desk","object":"hiring","text":"AI Engineer - Healthcare has signal desk hiring."},{"subject":"AI Engineer - Healthcare","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Engineer - Healthcare has source host jobs.ashbyhq.com."},{"subject":"AI Engineer - Healthcare","predicate":"has team","object":"Engineering","text":"AI Engineer - Healthcare has team Engineering."},{"subject":"AI Engineer - Healthcare","predicate":"has location","object":"Bengaluru","text":"AI Engineer - Healthcare has location Bengaluru."},{"subject":"AI Engineer - Healthcare","predicate":"has ats","object":"ashby","text":"AI Engineer - Healthcare has ats ashby."},{"subject":"AI Engineer - Healthcare","predicate":"has notability","object":"Routine job opening, low impact","text":"AI Engineer - Healthcare has notability Routine job opening, low impact."},{"subject":"AI Engineer - Healthcare","predicate":"has watch term","object":"Eval methodology","text":"AI Engineer - Healthcare has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened AI Engineer - Healthcare (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job opening, low impact. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role AI Engineer - Healthcare","text":"Sarvam AI opened role AI Engineer - Healthcare."},{"subject":"AI Engineer - Healthcare","predicate":"is classified as","object":"job signal","text":"AI Engineer - Healthcare is classified as job signal."},{"subject":"AI Engineer - Healthcare","predicate":"belongs to","object":"hiring desk","text":"AI Engineer - Healthcare belongs to hiring desk."},{"subject":"AI Engineer - Healthcare","predicate":"has context","object":"Bengaluru","text":"AI Engineer - Healthcare has context Bengaluru."},{"subject":"AI Engineer - Healthcare","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Engineer - Healthcare has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d40349f1-568d-4887-9d93-5004b5c4608c","url":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c","json_url":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","title":"AI Engineer - Healthcare","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":"2026-06-22T07:16:55.994+00:00","first_seen_at":"2026-06-23T07:00:37.238933+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/1eabe210-9af3-463d-9724-240100f467c6"]},"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":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","final_url":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","title":"AI Engineer - Healthcare","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-23T07:02:31.815484+00:00","bytes":10151,"raw_path":"78a89825b3835f33eecd59794d17e31e380e7f21ce19774364d98d64799eb0dd.json","content_hash":"1eafa930a6629d51029188d89ce8c347c88a5e22997275f4b731c4fa2101d61c","excerpt_chars":1200,"truncated":true,"excerpt":"AI Engineer - Healthcare Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-22T07:16:55.994+00:00 About Sarvam Sarvam is building the bedrock of Sovereign AI for India: a full-stack platform spanning research, models, infrastructure, and applications, with a singular focus on making AI genuinely work for India. We are backed by Lightspeed, Peak XV, and Khosla Ventures, and we partner with India's leading institutions and enterprises, including Tata Capital, SBI Life, CRED, IDFC, and LIC. About the Role We are looking for an applied AI engineer to own the build and delivery of AI applications for healthcare, working across providers, payors, and the wider healthcare ecosystem. This is a forward-deployed, high-agility role: you work directly with clients to take a problem from the first conversation to a production system, building on Sarvam's models and infrastructure. You will move fast, ship often, and own outcomes in a domain where reliability genuinely matters. What You'll Do - Build and ship applied AI applications for healthcare clients: document understanding, retrieval systems, agents, and workflow..."},"evidence_pages":[],"related_signals":[{"id":"7964eade-981d-4924-af7f-fc8b1c1c2c22","url":"https://onlylabs.fyi/signals/7964eade-981d-4924-af7f-fc8b1c1c2c22","source_url":"https://jobs.ashbyhq.com/sarvam/8dfa8130-cfb3-4c31-8658-54260d217f86","title":"IT Lead","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-16T09:16:12.14+00:00","first_seen_at":"2026-06-17T07:01:30.991293+00:00","date_source":"ashby.publishedAt"},{"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":"Head of Security","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, 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"}]}