{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Performance Engineer, On-Device Inference","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","json_url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8/signal.json","generated_at":"2026-06-11T01:52:54.75368+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/d825bc36-ba52-4ddc-a46f-6434f27daab8","signal_json":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8/signal.json","source":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","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 Performance Engineer, On-Device Inference (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting, moderately notable company. 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/6ad226cd-9400-41b6-9c64-db35b7d24516","source_host":"jobs.ashbyhq.com","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","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 posting, moderately notable company","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/6ad226cd-9400-41b6-9c64-db35b7d24516"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:52:54.75368+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8/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/d825bc36-ba52-4ddc-a46f-6434f27daab8/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","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 \"Performance Engineer, On-Device Inference\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Performance Engineer, On-Device Inference","text":"Sarvam AI opened role Performance Engineer, On-Device Inference."},{"subject":"Performance Engineer, On-Device Inference","predicate":"is classified as","object":"job signal","text":"Performance Engineer, On-Device Inference is classified as job signal."},{"subject":"Performance Engineer, On-Device Inference","predicate":"belongs to","object":"hiring desk","text":"Performance Engineer, On-Device Inference belongs to hiring desk."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has context","object":"Bengaluru","text":"Performance Engineer, On-Device Inference has context Bengaluru."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Performance Engineer, On-Device Inference has evidence coverage 1 captured evidence page."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has captured page count","object":"1","text":"Performance Engineer, On-Device Inference has captured page count 1."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has readable page count","object":"1","text":"Performance Engineer, On-Device Inference has readable page count 1."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has related signal count","object":"6","text":"Performance Engineer, On-Device Inference has related signal count 6."},{"subject":"Performance Engineer, On-Device Inference","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":"Performance Engineer, On-Device Inference has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Performance Engineer, On-Device Inference has source host jobs.ashbyhq.com."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has lab","object":"Sarvam AI","text":"Performance Engineer, On-Device Inference has lab Sarvam AI."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has signal desk","object":"hiring","text":"Performance Engineer, On-Device Inference has signal desk hiring."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Performance Engineer, On-Device Inference has source host jobs.ashbyhq.com."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has team","object":"Engineering","text":"Performance Engineer, On-Device Inference has team Engineering."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has location","object":"Bengaluru","text":"Performance Engineer, On-Device Inference has location Bengaluru."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has ats","object":"ashby","text":"Performance Engineer, On-Device Inference has ats ashby."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has notability","object":"Routine job posting, moderately notable company","text":"Performance Engineer, On-Device Inference has notability Routine job posting, moderately notable company."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has watch term","object":"Eval methodology","text":"Performance Engineer, On-Device Inference has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Performance Engineer, On-Device Inference (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting, moderately notable company. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Performance Engineer, On-Device Inference","text":"Sarvam AI opened role Performance Engineer, On-Device Inference."},{"subject":"Performance Engineer, On-Device Inference","predicate":"is classified as","object":"job signal","text":"Performance Engineer, On-Device Inference is classified as job signal."},{"subject":"Performance Engineer, On-Device Inference","predicate":"belongs to","object":"hiring desk","text":"Performance Engineer, On-Device Inference belongs to hiring desk."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has context","object":"Bengaluru","text":"Performance Engineer, On-Device Inference has context Bengaluru."},{"subject":"Performance Engineer, On-Device Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Performance Engineer, On-Device Inference has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d825bc36-ba52-4ddc-a46f-6434f27daab8","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","json_url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","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":"2026-06-04T18:10:21.432+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/6ad226cd-9400-41b6-9c64-db35b7d24516"]},"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/6ad226cd-9400-41b6-9c64-db35b7d24516","final_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:52:54.75368+00:00","bytes":7128,"raw_path":"56e4257fdd2003bed21f464be6d5ea7644f46eddef2d589c9593d11cf3cb303e.json","content_hash":"d35d955882d7c914e4433cf571ca12f24cb63ee14b6e6269ac21e90087c2325b","excerpt_chars":1200,"truncated":true,"excerpt":"Performance Engineer, On-Device Inference Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-04T18:10:21.432+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 Take Sarvam models from research-handoff state to production-ready artifacts on at least two of our target chipsets (Intel xPU, ARM xPU, Apple xPU, Nvidia / AMD GPUs). You'll own 1 - 2 (model, chipset) pairs end-to-end and partner with the consuming app team during integration. What You’ll Do - Quantize, validate accuracy, benchmark, and document. Author the deployment workbook for each pair you own. - Embed part-time with consuming teams during integration; debug perf and accuracy issues alongside them. -..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","final_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:52:54.75368+00:00","bytes":7128,"raw_path":"56e4257fdd2003bed21f464be6d5ea7644f46eddef2d589c9593d11cf3cb303e.json","content_hash":"d35d955882d7c914e4433cf571ca12f24cb63ee14b6e6269ac21e90087c2325b","excerpt_chars":1200,"truncated":true,"excerpt":"Performance Engineer, On-Device Inference Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-04T18:10:21.432+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 Take Sarvam models from research-handoff state to production-ready artifacts on at least two of our target chipsets (Intel xPU, ARM xPU, Apple xPU, Nvidia / AMD GPUs). You'll own 1 - 2 (model, chipset) pairs end-to-end and partner with the consuming app team during integration. What You’ll Do - Quantize, validate accuracy, benchmark, and document. Author the deployment workbook for each pair you own. - Embed part-time with consuming teams during integration; debug perf and accuracy issues alongside them. -..."}],"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":"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"},{"id":"7f6dbe11-e6eb-44e9-8bcc-70f5c581f07a","url":"https://onlylabs.fyi/signals/7f6dbe11-e6eb-44e9-8bcc-70f5c581f07a","source_url":"https://jobs.ashbyhq.com/sarvam/44ba25a3-d262-429e-ad5b-c8711565f6e3","title":"Senior Performance Engineer, Intel Stack","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:02:40.346+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"}]}