{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Performance Engineer, 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/ec849a61-1a60-4229-9ef5-d0a052a8f5aa","json_url":"https://onlylabs.fyi/signals/ec849a61-1a60-4229-9ef5-d0a052a8f5aa/signal.json","generated_at":"2026-09-09T19:47:17.291Z","evidence_latest_fetched_at":"2026-08-10T07:12:35.43814+00:00","signal_first_seen_at":"2026-08-10T07:10:46.230636+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/ec849a61-1a60-4229-9ef5-d0a052a8f5aa","signal_json":"https://onlylabs.fyi/signals/ec849a61-1a60-4229-9ef5-d0a052a8f5aa/signal.json","source":"https://jobs.ashbyhq.com/sarvam/7d2faba2-21a1-4a8a-aff5-f708a6959195","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, Inference (Bengaluru). 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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/ec849a61-1a60-4229-9ef5-d0a052a8f5aa/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/7d2faba2-21a1-4a8a-aff5-f708a6959195","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, Inference\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Performance Engineer, Inference","text":"Sarvam AI opened role Performance Engineer, Inference."},{"subject":"Performance Engineer, Inference","predicate":"is classified as","object":"job signal","text":"Performance Engineer, Inference is classified as job signal."},{"subject":"Performance Engineer, Inference","predicate":"belongs to","object":"hiring desk","text":"Performance Engineer, Inference belongs to hiring desk."},{"subject":"Performance Engineer, Inference","predicate":"has context","object":"Bengaluru","text":"Performance Engineer, Inference has context Bengaluru."},{"subject":"Performance Engineer, Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Performance Engineer, Inference has evidence coverage 1 captured evidence page."},{"subject":"Performance Engineer, Inference","predicate":"has captured page count","object":"1","text":"Performance Engineer, Inference has captured page count 1."},{"subject":"Performance Engineer, Inference","predicate":"has readable page count","object":"1","text":"Performance Engineer, Inference has readable page count 1."},{"subject":"Performance Engineer, Inference","predicate":"has related signal count","object":"6","text":"Performance Engineer, Inference has related signal count 6."},{"subject":"Performance Engineer, 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, 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, Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Performance Engineer, Inference has source host jobs.ashbyhq.com."},{"subject":"Performance Engineer, Inference","predicate":"has lab","object":"Sarvam AI","text":"Performance Engineer, Inference has lab Sarvam AI."},{"subject":"Performance Engineer, Inference","predicate":"has signal desk","object":"hiring","text":"Performance Engineer, Inference has signal desk hiring."},{"subject":"Performance Engineer, Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Performance Engineer, Inference has source host jobs.ashbyhq.com."},{"subject":"Performance Engineer, Inference","predicate":"has team","object":"Infrastructure","text":"Performance Engineer, Inference has team Infrastructure."},{"subject":"Performance Engineer, Inference","predicate":"has location","object":"Bengaluru","text":"Performance Engineer, Inference has location Bengaluru."},{"subject":"Performance Engineer, Inference","predicate":"has ats","object":"ashby","text":"Performance Engineer, Inference has ats ashby."},{"subject":"Performance Engineer, Inference","predicate":"has notability","object":"Routine job opening at a smaller AI lab","text":"Performance Engineer, Inference has notability Routine job opening at a smaller AI lab."},{"subject":"Performance Engineer, Inference","predicate":"has watch term","object":"Infrastructure","text":"Performance Engineer, Inference has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Performance Engineer, Inference (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. 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We are hiring two specialized performance roles - Inference (this posting) and Kernels (companion posting). They are a vertical stack: the kernels team authors the µs-level GPU code, and the inference team integrates it into a running serving stack and owns the system-level numbers. If your depth genuinely spans both, apply to either and tell us - but most candidates are strongest in one, and we hire for that depth. Location: [Bengaluru / Chennai / Hybrid / On-site] · Team: Performance Engineering · Level: Senior ABOUT THE TEAM Sarvam serves multiple model families - small and large LLMs, Mixture-of-Experts, Indic ASR & TTS, streaming models and multimodal models - across a multi-node, multi-tenant fleet of Hoppers and Blackwells. The Performance Engineering team owns the numbers the rest of the company plans against: how fast we serve, how much it costs, and how much we get out of every GPU. 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