{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Staff Engineer - Systems Engineering","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778","json_url":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778/signal.json","generated_at":"2026-10-12T19:55:04.099Z","evidence_latest_fetched_at":"2026-10-06T07:12:35.453848+00:00","signal_first_seen_at":"2026-10-06T07:10:43.984596+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/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778","signal_json":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778/signal.json","source":"https://jobs.ashbyhq.com/sarvam/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","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 Engineer - Systems Engineering (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. 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/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","source_host":"jobs.ashbyhq.com","occurred_at":"2026-10-06T06:01:20.525+00:00","first_seen_at":"2026-10-06T07:10:43.984596+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","source":"signal"},{"label":"Watch term","value":"Eval methodology","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/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-06T07:12:35.453848+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778/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/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","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 Engineer - Systems Engineering\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Staff Engineer - Systems Engineering","text":"Sarvam AI opened role Staff Engineer - Systems Engineering."},{"subject":"Staff Engineer - Systems Engineering","predicate":"is classified as","object":"job signal","text":"Staff Engineer - Systems Engineering is classified as job signal."},{"subject":"Staff Engineer - Systems Engineering","predicate":"belongs to","object":"hiring desk","text":"Staff Engineer - Systems Engineering belongs to hiring desk."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has context","object":"Bengaluru","text":"Staff Engineer - Systems Engineering has context Bengaluru."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Engineer - Systems Engineering has evidence coverage 1 captured evidence page."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has captured page count","object":"1","text":"Staff Engineer - Systems Engineering has captured page count 1."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has readable page count","object":"1","text":"Staff Engineer - Systems Engineering has readable page count 1."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has related signal count","object":"6","text":"Staff Engineer - Systems Engineering has related signal count 6."},{"subject":"Staff Engineer - Systems Engineering","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 Engineer - Systems Engineering has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Engineer - Systems Engineering has source host jobs.ashbyhq.com."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has lab","object":"Sarvam AI","text":"Staff Engineer - Systems Engineering has lab Sarvam AI."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has signal desk","object":"hiring","text":"Staff Engineer - Systems Engineering has signal desk hiring."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Engineer - Systems Engineering has source host jobs.ashbyhq.com."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has team","object":"Engineering","text":"Staff Engineer - Systems Engineering has team Engineering."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has location","object":"Bengaluru","text":"Staff Engineer - Systems Engineering has location Bengaluru."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has ats","object":"ashby","text":"Staff Engineer - Systems Engineering has ats ashby."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has notability","object":"Routine job opening","text":"Staff Engineer - Systems Engineering has notability Routine job opening."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has watch term","object":"Eval methodology","text":"Staff Engineer - Systems Engineering has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Staff Engineer - Systems Engineering (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. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Staff Engineer - Systems Engineering","text":"Sarvam AI opened role Staff Engineer - Systems Engineering."},{"subject":"Staff Engineer - Systems Engineering","predicate":"is classified as","object":"job signal","text":"Staff Engineer - Systems Engineering is classified as job signal."},{"subject":"Staff Engineer - Systems Engineering","predicate":"belongs to","object":"hiring desk","text":"Staff Engineer - Systems Engineering belongs to hiring desk."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has context","object":"Bengaluru","text":"Staff Engineer - Systems Engineering has context Bengaluru."},{"subject":"Staff Engineer - Systems Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Engineer - Systems Engineering has evidence coverage 1 captured evidence page."}]},"signal":{"id":"7f4631c0-1b59-4ca2-b7f3-e0a06b56d778","url":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778","json_url":"https://onlylabs.fyi/signals/7f4631c0-1b59-4ca2-b7f3-e0a06b56d778/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","title":"Staff Engineer - Systems Engineering","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":"2026-10-06T06:01:20.525+00:00","first_seen_at":"2026-10-06T07:10:43.984596+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/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2"]},"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/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","final_url":"https://jobs.ashbyhq.com/sarvam/d71ec2a3-3de6-4380-95f6-41cfc2bbdbf2","title":"Staff Engineer - Systems Engineering","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-06T07:12:35.453848+00:00","bytes":8479,"raw_path":"6a833371cfa554af814717f6768c2f2a4112a0315ff54088d844dde0a9aa520a.json","content_hash":"0c0ad07f104eea1429a8918a949889a53edfeef41c4d4b00667d0fe64908d2af","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Engineer - Systems Engineering Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-10-06T06:01:20.525+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 Samvaad is a conversational AI platform for enterprises, startups, digital natives, and governments. We are hiring hands-on technical owners who can take ambiguous problems through to reliable production systems. At the heart of Sarvam’s conversational AI platform sits the system that lets our customers build, configure, deploy, and operate voice agents and campaigns - at scale. The platform currently powers millions of voice calls a day that are deeply personalised and understands the users. We’re looking for a Staff..."},"evidence_pages":[],"related_signals":[{"id":"96214056-3160-4cc4-91e1-c243e98d6014","url":"https://onlylabs.fyi/signals/96214056-3160-4cc4-91e1-c243e98d6014","source_url":"https://jobs.ashbyhq.com/sarvam/e9fb1269-fc4b-4879-aa35-0b75a8c83611","title":"ML Engineer (Training Infra), Foundational Models","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-07T10:30:03.13+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"54c85577-6c1d-40b1-90fd-2e9dd00cdb3f","url":"https://onlylabs.fyi/signals/54c85577-6c1d-40b1-90fd-2e9dd00cdb3f","source_url":"https://jobs.ashbyhq.com/sarvam/ae7aa8a8-1f60-45f2-ac9d-09b48d4adbef","title":"Staff Engineer - Telephony","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-06T06:09:12.911+00:00","first_seen_at":"2026-10-06T07:10:43.984596+00:00","date_source":"ashby.publishedAt"},{"id":"a630dd33-31a9-43d2-b87f-4aa29f4c856a","url":"https://onlylabs.fyi/signals/a630dd33-31a9-43d2-b87f-4aa29f4c856a","source_url":"https://jobs.ashbyhq.com/sarvam/1eb3008a-2014-4a6c-8a35-cfa7caf8a60f","title":"Growth Marketing Intern","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-23T14:58:46.637+00:00","first_seen_at":"2026-09-24T07:10:45.220644+00:00","date_source":"ashby.publishedAt"},{"id":"80c2cc18-4ca2-4726-a5ae-da865c8743dc","url":"https://onlylabs.fyi/signals/80c2cc18-4ca2-4726-a5ae-da865c8743dc","source_url":"https://jobs.ashbyhq.com/sarvam/ef7f079b-6a1f-4b27-9cfb-a5f68fe825c7","title":"Marketing Intern","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-17T09:02:11.303+00:00","first_seen_at":"2026-09-18T07:10:49.676795+00:00","date_source":"ashby.publishedAt"},{"id":"960db5e2-a8df-4e65-8756-be0737aeeeb7","url":"https://onlylabs.fyi/signals/960db5e2-a8df-4e65-8756-be0737aeeeb7","source_url":"https://jobs.ashbyhq.com/sarvam/b60ac66f-a2d7-4354-b67a-aa0de5ad7e3e","title":"Staff Software Engineer - Frontend","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-15T09:07:02.853+00:00","first_seen_at":"2026-09-16T07:10:45.444712+00:00","date_source":"ashby.publishedAt"},{"id":"3c9aa249-3c65-4efa-b4c6-b383f0b90c08","url":"https://onlylabs.fyi/signals/3c9aa249-3c65-4efa-b4c6-b383f0b90c08","source_url":"https://jobs.ashbyhq.com/sarvam/8925c0ea-ab20-4971-b427-9a44e93d932b","title":"Audio–Video Editor (Dubbing & Localization)","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-15T09:01:33.453+00:00","first_seen_at":"2026-09-16T07:10:45.444712+00:00","date_source":"ashby.publishedAt"}]}