{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: SDE2 - API Platform","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4","json_url":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4/signal.json","generated_at":"2026-10-29T13:58:56.275Z","evidence_latest_fetched_at":"2026-10-29T07:13:34.721349+00:00","signal_first_seen_at":"2026-10-29T07:10:52.29957+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/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4","signal_json":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4/signal.json","source":"https://jobs.ashbyhq.com/sarvam/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","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 SDE2 - API Platform (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, no 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/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","source_host":"jobs.ashbyhq.com","occurred_at":"2026-10-29T06:49:35.21+00:00","first_seen_at":"2026-10-29T07:10:52.29957+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, no traction","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/fd9ca9f7-c546-4264-acc6-ee4e58c0e693"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-29T07:13:34.721349+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4/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/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","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 \"SDE2 - API Platform\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role SDE2 - API Platform","text":"Sarvam AI opened role SDE2 - API Platform."},{"subject":"SDE2 - API Platform","predicate":"is classified as","object":"job signal","text":"SDE2 - API Platform is classified as job signal."},{"subject":"SDE2 - API Platform","predicate":"belongs to","object":"hiring desk","text":"SDE2 - API Platform belongs to hiring desk."},{"subject":"SDE2 - API Platform","predicate":"has context","object":"Bengaluru","text":"SDE2 - API Platform has context Bengaluru."},{"subject":"SDE2 - API Platform","predicate":"has evidence coverage","object":"1 captured evidence page","text":"SDE2 - API Platform has evidence coverage 1 captured evidence page."},{"subject":"SDE2 - API Platform","predicate":"has captured page count","object":"1","text":"SDE2 - API Platform has captured page count 1."},{"subject":"SDE2 - API Platform","predicate":"has readable page count","object":"1","text":"SDE2 - API Platform has readable page count 1."},{"subject":"SDE2 - API Platform","predicate":"has related signal count","object":"6","text":"SDE2 - API Platform has related signal count 6."},{"subject":"SDE2 - API Platform","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":"SDE2 - API Platform has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"SDE2 - API Platform","predicate":"has source host","object":"jobs.ashbyhq.com","text":"SDE2 - API Platform has source host jobs.ashbyhq.com."},{"subject":"SDE2 - API Platform","predicate":"has lab","object":"Sarvam AI","text":"SDE2 - API Platform has lab Sarvam AI."},{"subject":"SDE2 - API Platform","predicate":"has signal desk","object":"hiring","text":"SDE2 - API Platform has signal desk hiring."},{"subject":"SDE2 - API Platform","predicate":"has source host","object":"jobs.ashbyhq.com","text":"SDE2 - API Platform has source host jobs.ashbyhq.com."},{"subject":"SDE2 - API Platform","predicate":"has team","object":"Engineering","text":"SDE2 - API Platform has team Engineering."},{"subject":"SDE2 - API Platform","predicate":"has location","object":"Bengaluru","text":"SDE2 - API Platform has location Bengaluru."},{"subject":"SDE2 - API Platform","predicate":"has ats","object":"ashby","text":"SDE2 - API Platform has ats ashby."},{"subject":"SDE2 - API Platform","predicate":"has notability","object":"Routine job opening, no traction","text":"SDE2 - API Platform has notability Routine job opening, no traction."},{"subject":"SDE2 - API Platform","predicate":"has watch term","object":"Eval methodology","text":"SDE2 - API Platform has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened SDE2 - API Platform (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, no traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role SDE2 - API Platform","text":"Sarvam AI opened role SDE2 - API Platform."},{"subject":"SDE2 - API Platform","predicate":"is classified as","object":"job signal","text":"SDE2 - API Platform is classified as job signal."},{"subject":"SDE2 - API Platform","predicate":"belongs to","object":"hiring desk","text":"SDE2 - API Platform belongs to hiring desk."},{"subject":"SDE2 - API Platform","predicate":"has context","object":"Bengaluru","text":"SDE2 - API Platform has context Bengaluru."},{"subject":"SDE2 - API Platform","predicate":"has evidence coverage","object":"1 captured evidence page","text":"SDE2 - API Platform has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d6c03316-d4fe-4f2f-8ffa-658a0f5277f4","url":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4","json_url":"https://onlylabs.fyi/signals/d6c03316-d4fe-4f2f-8ffa-658a0f5277f4/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","title":"SDE2 - API Platform","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":"2026-10-29T06:49:35.21+00:00","first_seen_at":"2026-10-29T07:10:52.29957+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/fd9ca9f7-c546-4264-acc6-ee4e58c0e693"]},"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/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","final_url":"https://jobs.ashbyhq.com/sarvam/fd9ca9f7-c546-4264-acc6-ee4e58c0e693","title":"SDE2 - API Platform","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-29T07:13:34.721349+00:00","bytes":10196,"raw_path":"9121e12972359103fe5784cccc2952f649fc0ce6ba3454b0d43f625122af37b3.json","content_hash":"dd1754eb29a9c051d9320bd458a7fdbe411e9d0a313c5b6539121a2d2b19fe52","excerpt_chars":1200,"truncated":true,"excerpt":"SDE2 - API Platform Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-10-29T06:49:35.210+00:00 ABOUT THE ROLE Sarvam's model APIs (LLM, ASR, TTS, Vision, Translate) are how developers and enterprises ship products on our foundation models. Our OpenAI-compatible LLM APIs route every request across multiple model deployments, with streaming, failover, metering, billing, and rate-limiting all part of the same stack. Today it's FastAPI and Python; we're in the middle of rewriting it in Go. We're hiring a Software Engineer (SDE 2) to own core parts of this platform. The features. The reliability. The performance. This is an IC role. WHAT YOU'LL DO - Building and evolving the LLM API platform, from the moment a request hits the edge to the response that goes back out - The Python→Go rewrite: building services in Go alongside the existing Python stack, without compromising reliability - Streaming infrastructure: SSE for Chat Completions and Responses, long-lived connections, clean handling of cancellations and client disconnects - Routing and failover: weighted provider chains, retries with backoff, and latency-driven..."},"evidence_pages":[],"related_signals":[{"id":"f99fe4a9-c3c2-4b07-b0e9-9586a4418e54","url":"https://onlylabs.fyi/signals/f99fe4a9-c3c2-4b07-b0e9-9586a4418e54","source_url":"https://jobs.ashbyhq.com/sarvam/786e9a1b-e52d-4075-932d-66e4ad8e06c2","title":"Product & Strategy Associate","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-27T11:25:06.302+00:00","first_seen_at":"2026-10-28T07:10:44.310326+00:00","date_source":"ashby.publishedAt"},{"id":"0c8fe965-1987-41bd-a79f-774f7d25a52a","url":"https://onlylabs.fyi/signals/0c8fe965-1987-41bd-a79f-774f7d25a52a","source_url":"https://jobs.ashbyhq.com/sarvam/1dd07b8b-0c0b-422a-8ff4-c99bdc5add68","title":"SDE3, Infrastructure Security Engineer (DevSecOps)","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-26T06:33:29.694+00:00","first_seen_at":"2026-10-26T07:10:46.292011+00:00","date_source":"ashby.publishedAt"},{"id":"a6a7cb64-2130-4a2c-bad2-2f33d1912c60","url":"https://onlylabs.fyi/signals/a6a7cb64-2130-4a2c-bad2-2f33d1912c60","source_url":"https://jobs.ashbyhq.com/sarvam/f09b6a35-e2d1-4833-8bc5-2b495991d882","title":"Infrastructure Engineer","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-26T06:29:28.519+00:00","first_seen_at":"2026-10-26T07:10:46.292011+00:00","date_source":"ashby.publishedAt"},{"id":"e10cf258-8912-4e10-b2aa-fe1428f1dba8","url":"https://onlylabs.fyi/signals/e10cf258-8912-4e10-b2aa-fe1428f1dba8","source_url":"https://jobs.ashbyhq.com/sarvam/bba82f34-1544-421e-a393-3edd8a5f4cb2","title":"Marketing internship (brand & communication)","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-23T10:47:51.171+00:00","first_seen_at":"2026-10-24T07:10:43.905283+00:00","date_source":"ashby.publishedAt"},{"id":"8729598e-d558-4d47-a88a-d75212d4f3d3","url":"https://onlylabs.fyi/signals/8729598e-d558-4d47-a88a-d75212d4f3d3","source_url":"https://jobs.ashbyhq.com/sarvam/db89b576-2456-4cc4-ab0b-c45f8c6c27f0","title":"Software Development Engineer - Tejas","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-23T10:19:22.101+00:00","first_seen_at":"2026-10-24T07:10:43.905283+00:00","date_source":"ashby.publishedAt"},{"id":"e3e147b8-5a30-4cf9-8e9c-0674cc736be8","url":"https://onlylabs.fyi/signals/e3e147b8-5a30-4cf9-8e9c-0674cc736be8","source_url":"https://jobs.ashbyhq.com/sarvam/0371342b-5cb8-487b-9310-4d0eb5b37f47","title":"Software Engineer - Model API Platform","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-10-13T07:12:53.48+00:00","first_seen_at":"2026-10-14T07:10:46.561759+00:00","date_source":"ashby.publishedAt"}]}