{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Platform Engineer - AI Infrastructure","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503","json_url":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503/signal.json","generated_at":"2026-07-26T20:40:56.823Z","evidence_latest_fetched_at":"2026-06-30T07:12:10.847467+00:00","signal_first_seen_at":"2026-06-30T07:10:48.110215+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/556003dc-9de0-4e16-8c27-6f8cc3010503","signal_json":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503/signal.json","source":"https://jobs.ashbyhq.com/sarvam/fcb15601-6440-41f7-aa79-b9992057a4b2","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 Platform Engineer - AI Infrastructure (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location Bengaluru · Routine job posting, low notability.. 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/fcb15601-6440-41f7-aa79-b9992057a4b2","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-29T08:51:22.501+00:00","first_seen_at":"2026-06-30T07:10:48.110215+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 posting, low notability.","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"}],"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/fcb15601-6440-41f7-aa79-b9992057a4b2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-30T07:12:10.847467+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503/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/556003dc-9de0-4e16-8c27-6f8cc3010503/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/fcb15601-6440-41f7-aa79-b9992057a4b2","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 \"Platform Engineer - AI Infrastructure\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Platform Engineer - AI Infrastructure","text":"Sarvam AI opened role Platform Engineer - AI Infrastructure."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"is classified as","object":"job signal","text":"Platform Engineer - AI Infrastructure is classified as job signal."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"belongs to","object":"hiring desk","text":"Platform Engineer - AI Infrastructure belongs to hiring desk."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has context","object":"Bengaluru","text":"Platform Engineer - AI Infrastructure has context Bengaluru."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Platform Engineer - AI Infrastructure has evidence coverage 1 captured evidence page."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has captured page count","object":"1","text":"Platform Engineer - AI Infrastructure has captured page count 1."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has readable page count","object":"1","text":"Platform Engineer - AI Infrastructure has readable page count 1."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has related signal count","object":"6","text":"Platform Engineer - AI Infrastructure has related signal count 6."},{"subject":"Platform Engineer - AI Infrastructure","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":"Platform Engineer - AI Infrastructure has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Platform Engineer - AI Infrastructure has source host jobs.ashbyhq.com."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has lab","object":"Sarvam AI","text":"Platform Engineer - AI Infrastructure has lab Sarvam AI."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has signal desk","object":"hiring","text":"Platform Engineer - AI Infrastructure has signal desk hiring."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Platform Engineer - AI Infrastructure has source host jobs.ashbyhq.com."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has team","object":"Infrastructure","text":"Platform Engineer - AI Infrastructure has team Infrastructure."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has location","object":"Bengaluru","text":"Platform Engineer - AI Infrastructure has location Bengaluru."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has ats","object":"ashby","text":"Platform Engineer - AI Infrastructure has ats ashby."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has notability","object":"Routine job posting, low notability.","text":"Platform Engineer - AI Infrastructure has notability Routine job posting, low notability.."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has watch term","object":"Eval methodology","text":"Platform Engineer - AI Infrastructure has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Platform Engineer - AI Infrastructure (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location Bengaluru · Routine job posting, low notability.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Platform Engineer - AI Infrastructure","text":"Sarvam AI opened role Platform Engineer - AI Infrastructure."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"is classified as","object":"job signal","text":"Platform Engineer - AI Infrastructure is classified as job signal."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"belongs to","object":"hiring desk","text":"Platform Engineer - AI Infrastructure belongs to hiring desk."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has context","object":"Bengaluru","text":"Platform Engineer - AI Infrastructure has context Bengaluru."},{"subject":"Platform Engineer - AI Infrastructure","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Platform Engineer - AI Infrastructure has evidence coverage 1 captured evidence page."}]},"signal":{"id":"556003dc-9de0-4e16-8c27-6f8cc3010503","url":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503","json_url":"https://onlylabs.fyi/signals/556003dc-9de0-4e16-8c27-6f8cc3010503/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/fcb15601-6440-41f7-aa79-b9992057a4b2","title":"Platform Engineer - AI Infrastructure","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":"2026-06-29T08:51:22.501+00:00","first_seen_at":"2026-06-30T07:10:48.110215+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/fcb15601-6440-41f7-aa79-b9992057a4b2"]},"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/fcb15601-6440-41f7-aa79-b9992057a4b2","final_url":"https://jobs.ashbyhq.com/sarvam/fcb15601-6440-41f7-aa79-b9992057a4b2","title":"Platform Engineer - AI Infrastructure","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-30T07:12:10.847467+00:00","bytes":16427,"raw_path":"d2744f6403ad6a07d27bf64dd492eafa5e79fa6661b7125d85a810a2fa1da076.json","content_hash":"acd5f1655de78f5192fc79a911e35cadee0cfaf6c7e8af216988f6642ec431d1","excerpt_chars":1200,"truncated":true,"excerpt":"Platform Engineer - AI Infrastructure Team: Infrastructure Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-29T08:51:22.501+00:00 Platform Engineer - AI Infrastructure 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 inference services that must hold a flat p99 under production load. This role builds the platform that sits on top of that fleet - the scheduling, scaling, multi-tenancy, serving, and self-service layers that let our ML teams use thousands of GPUs without a human in the loop for every job. This is the build side of..."},"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"}]}