{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Infrastructure SRE - HPC","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31","json_url":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31/signal.json","generated_at":"2026-06-27T11:52:19.941Z","evidence_latest_fetched_at":"2026-06-27T07:11:53.415382+00:00","signal_first_seen_at":"2026-06-27T07:10:32.129585+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/3c5ceb74-23d7-412b-8e31-aa7f42435c31","signal_json":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31/signal.json","source":"https://jobs.ashbyhq.com/sarvam/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","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 Infrastructure SRE - HPC (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location Bengaluru · Routine job opening, no community 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/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-26T09:18:02.474+00:00","first_seen_at":"2026-06-27T07:10:32.129585+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":"Infrastructure","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, no community traction.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","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/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-27T07:11:53.415382+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31/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/3c5ceb74-23d7-412b-8e31-aa7f42435c31/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","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 \"Infrastructure SRE - HPC\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Infrastructure SRE - HPC","text":"Sarvam AI opened role Infrastructure SRE - HPC."},{"subject":"Infrastructure SRE - HPC","predicate":"is classified as","object":"job signal","text":"Infrastructure SRE - HPC is classified as job signal."},{"subject":"Infrastructure SRE - HPC","predicate":"belongs to","object":"hiring desk","text":"Infrastructure SRE - HPC belongs to hiring desk."},{"subject":"Infrastructure SRE - HPC","predicate":"has context","object":"Bengaluru","text":"Infrastructure SRE - HPC has context Bengaluru."},{"subject":"Infrastructure SRE - HPC","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Infrastructure SRE - HPC has evidence coverage 1 captured evidence page."},{"subject":"Infrastructure SRE - HPC","predicate":"has captured page count","object":"1","text":"Infrastructure SRE - HPC has captured page count 1."},{"subject":"Infrastructure SRE - HPC","predicate":"has readable page count","object":"1","text":"Infrastructure SRE - HPC has readable page count 1."},{"subject":"Infrastructure SRE - HPC","predicate":"has related signal count","object":"6","text":"Infrastructure SRE - HPC has related signal count 6."},{"subject":"Infrastructure SRE - HPC","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":"Infrastructure SRE - HPC has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Infrastructure SRE - HPC","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Infrastructure SRE - HPC has source host jobs.ashbyhq.com."},{"subject":"Infrastructure SRE - HPC","predicate":"has lab","object":"Sarvam AI","text":"Infrastructure SRE - HPC has lab Sarvam AI."},{"subject":"Infrastructure SRE - HPC","predicate":"has signal desk","object":"hiring","text":"Infrastructure SRE - HPC has signal desk hiring."},{"subject":"Infrastructure SRE - HPC","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Infrastructure SRE - HPC has source host jobs.ashbyhq.com."},{"subject":"Infrastructure SRE - HPC","predicate":"has team","object":"Infrastructure","text":"Infrastructure SRE - HPC has team Infrastructure."},{"subject":"Infrastructure SRE - HPC","predicate":"has location","object":"Bengaluru","text":"Infrastructure SRE - HPC has location Bengaluru."},{"subject":"Infrastructure SRE - HPC","predicate":"has ats","object":"ashby","text":"Infrastructure SRE - HPC has ats ashby."},{"subject":"Infrastructure SRE - HPC","predicate":"has notability","object":"Routine job opening, no community traction.","text":"Infrastructure SRE - HPC has notability Routine job opening, no community traction.."},{"subject":"Infrastructure SRE - HPC","predicate":"has watch term","object":"Eval methodology","text":"Infrastructure SRE - HPC has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Infrastructure SRE - HPC (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location Bengaluru · Routine job opening, no community traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Infrastructure SRE - HPC","text":"Sarvam AI opened role Infrastructure SRE - HPC."},{"subject":"Infrastructure SRE - HPC","predicate":"is classified as","object":"job signal","text":"Infrastructure SRE - HPC is classified as job signal."},{"subject":"Infrastructure SRE - HPC","predicate":"belongs to","object":"hiring desk","text":"Infrastructure SRE - HPC belongs to hiring desk."},{"subject":"Infrastructure SRE - HPC","predicate":"has context","object":"Bengaluru","text":"Infrastructure SRE - HPC has context Bengaluru."},{"subject":"Infrastructure SRE - HPC","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Infrastructure SRE - HPC has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3c5ceb74-23d7-412b-8e31-aa7f42435c31","url":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31","json_url":"https://onlylabs.fyi/signals/3c5ceb74-23d7-412b-8e31-aa7f42435c31/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","title":"Infrastructure SRE - HPC","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":"2026-06-26T09:18:02.474+00:00","first_seen_at":"2026-06-27T07:10:32.129585+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/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6"]},"facets":{"location":"Bengaluru","team":"Infrastructure ","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/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","final_url":"https://jobs.ashbyhq.com/sarvam/e1dd678f-6e25-48b4-82d8-a1a7d10a78d6","title":"Infrastructure SRE - HPC","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-27T07:11:53.415382+00:00","bytes":11103,"raw_path":"869ef25d87bac4348e914ed2a5d24ba8024cdf2b690642ddd122431fe8bc631f.json","content_hash":"3bac05fa7c111f2ec6b567f2f3e3e408bb805fbc5c027b4bdd0c7828d1ebdaed","excerpt_chars":1200,"truncated":true,"excerpt":"Infrastructure SRE - HPC Team: Infrastructure Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-26T09:18:02.474+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 Sarvam runs a large, multi-vendor GPU fleet that serves two demanding workloads on the same physical infrastructure: training jobs that span hundreds of GPUs and must run uninterrupted for weeks, and inference services that must hold a flat p99 under production load. Keeping both healthy at once is a hard, specialized reliability problem, and it is the problem this team exists to solve. This is not a Kubernetes administration role. We assume Kubernetes fluency as a baseline. The difficulty lies above and below it - in..."},"evidence_pages":[],"related_signals":[{"id":"d40349f1-568d-4887-9d93-5004b5c4608c","url":"https://onlylabs.fyi/signals/d40349f1-568d-4887-9d93-5004b5c4608c","source_url":"https://jobs.ashbyhq.com/sarvam/1eabe210-9af3-463d-9724-240100f467c6","title":"AI Engineer - Healthcare","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"},{"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"}]}