{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Staff Data Engineer","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952","json_url":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952/signal.json","generated_at":"2026-06-11T03:17:29.845952+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/ae208911-51c5-4103-924d-a55140cd3952","signal_json":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952/signal.json","source":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","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 Staff Data Engineer (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, no traction.. 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/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","source_host":"jobs.ashbyhq.com","occurred_at":"2026-05-05T09:41:06.965+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 opening, no traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:29.845952+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952/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/ae208911-51c5-4103-924d-a55140cd3952/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","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 \"Staff Data Engineer\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Staff Data Engineer","text":"Sarvam AI opened role Staff Data Engineer."},{"subject":"Staff Data Engineer","predicate":"is classified as","object":"job signal","text":"Staff Data Engineer is classified as job signal."},{"subject":"Staff Data Engineer","predicate":"belongs to","object":"hiring desk","text":"Staff Data Engineer belongs to hiring desk."},{"subject":"Staff Data Engineer","predicate":"has context","object":"Bengaluru","text":"Staff Data Engineer has context Bengaluru."},{"subject":"Staff Data Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Data Engineer has evidence coverage 1 captured evidence page."},{"subject":"Staff Data Engineer","predicate":"has captured page count","object":"1","text":"Staff Data Engineer has captured page count 1."},{"subject":"Staff Data Engineer","predicate":"has readable page count","object":"1","text":"Staff Data Engineer has readable page count 1."},{"subject":"Staff Data Engineer","predicate":"has related signal count","object":"6","text":"Staff Data Engineer has related signal count 6."},{"subject":"Staff Data Engineer","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":"Staff Data Engineer has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Staff Data Engineer","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Data Engineer has source host jobs.ashbyhq.com."},{"subject":"Staff Data Engineer","predicate":"has lab","object":"Sarvam AI","text":"Staff Data Engineer has lab Sarvam AI."},{"subject":"Staff Data Engineer","predicate":"has signal desk","object":"hiring","text":"Staff Data Engineer has signal desk hiring."},{"subject":"Staff Data Engineer","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Data Engineer has source host jobs.ashbyhq.com."},{"subject":"Staff Data Engineer","predicate":"has team","object":"Engineering","text":"Staff Data Engineer has team Engineering."},{"subject":"Staff Data Engineer","predicate":"has location","object":"Bengaluru","text":"Staff Data Engineer has location Bengaluru."},{"subject":"Staff Data Engineer","predicate":"has ats","object":"ashby","text":"Staff Data Engineer has ats ashby."},{"subject":"Staff Data Engineer","predicate":"has notability","object":"Routine job opening, no traction.","text":"Staff Data Engineer has notability Routine job opening, no traction.."},{"subject":"Staff Data Engineer","predicate":"has watch term","object":"Eval methodology","text":"Staff Data Engineer has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Staff Data Engineer (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, no traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Staff Data Engineer","text":"Sarvam AI opened role Staff Data Engineer."},{"subject":"Staff Data Engineer","predicate":"is classified as","object":"job signal","text":"Staff Data Engineer is classified as job signal."},{"subject":"Staff Data Engineer","predicate":"belongs to","object":"hiring desk","text":"Staff Data Engineer belongs to hiring desk."},{"subject":"Staff Data Engineer","predicate":"has context","object":"Bengaluru","text":"Staff Data Engineer has context Bengaluru."},{"subject":"Staff Data Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Data Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"ae208911-51c5-4103-924d-a55140cd3952","url":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952","json_url":"https://onlylabs.fyi/signals/ae208911-51c5-4103-924d-a55140cd3952/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","title":"Staff Data Engineer","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":"2026-05-05T09:41:06.965+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/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1"]},"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/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","final_url":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","title":"Staff Data Engineer","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.845952+00:00","bytes":13166,"raw_path":"c7b2404e77a4d9cd7b9c2b9fb822841695bbc0b7eed2d59eef359c2660ef854c.json","content_hash":"e1da69d0503698a9f4762beab86338ca0d2ad901090780fa2b459ab1b83c1608","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Data Engineer Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-05T09:41:06.965+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. The Role We're hiring a Staff Engineer to design and build Sarvam's Data & Analytics Platform from the ground up. This is a high-ownership, high-leverage role — you will be the technical owner of a system that every Sarvam product writes to and every Sarvam customer reads from. The platform has three jobs: 1. Ingest every meaningful event from every Sarvam product — outbound calls, agent turns, user turns, knowledge-base lookups, lead creation, deployments, model invocations, and more — through a clean API layer that handles auto schema evolution..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","final_url":"https://jobs.ashbyhq.com/sarvam/7ee2ff5d-32a2-4b0a-9ae9-117ba8b626d1","title":"Staff Data Engineer","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.845952+00:00","bytes":13166,"raw_path":"c7b2404e77a4d9cd7b9c2b9fb822841695bbc0b7eed2d59eef359c2660ef854c.json","content_hash":"e1da69d0503698a9f4762beab86338ca0d2ad901090780fa2b459ab1b83c1608","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Data Engineer Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-05T09:41:06.965+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. The Role We're hiring a Staff Engineer to design and build Sarvam's Data & Analytics Platform from the ground up. This is a high-ownership, high-leverage role — you will be the technical owner of a system that every Sarvam product writes to and every Sarvam customer reads from. The platform has three jobs: 1. Ingest every meaningful event from every Sarvam product — outbound calls, agent turns, user turns, knowledge-base lookups, lead creation, deployments, model invocations, and more — through a clean API layer that handles auto schema evolution..."}],"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"}]}