{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Machine Learning Engineer, Dubbing","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3","json_url":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3/signal.json","generated_at":"2026-06-11T03:17:28.242797+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/8654ab10-882d-47f5-a0ee-bfacfa447bf3","signal_json":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3/signal.json","source":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","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 Machine Learning Engineer, Dubbing (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, low 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/95fe7d08-b3e1-4961-9809-00a29e6c5f06","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-01T17:13:15.263+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, low traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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/95fe7d08-b3e1-4961-9809-00a29e6c5f06"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:28.242797+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3/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/8654ab10-882d-47f5-a0ee-bfacfa447bf3/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","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 \"Machine Learning Engineer, Dubbing\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Machine Learning Engineer, Dubbing","text":"Sarvam AI opened role Machine Learning Engineer, Dubbing."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"is classified as","object":"job signal","text":"Machine Learning Engineer, Dubbing is classified as job signal."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"belongs to","object":"hiring desk","text":"Machine Learning Engineer, Dubbing belongs to hiring desk."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has context","object":"Bengaluru","text":"Machine Learning Engineer, Dubbing has context Bengaluru."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Machine Learning Engineer, Dubbing has evidence coverage 1 captured evidence page."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has captured page count","object":"1","text":"Machine Learning Engineer, Dubbing has captured page count 1."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has readable page count","object":"1","text":"Machine Learning Engineer, Dubbing has readable page count 1."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has related signal count","object":"6","text":"Machine Learning Engineer, Dubbing has related signal count 6."},{"subject":"Machine Learning Engineer, Dubbing","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":"Machine Learning Engineer, Dubbing has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Machine Learning Engineer, Dubbing has source host jobs.ashbyhq.com."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has lab","object":"Sarvam AI","text":"Machine Learning Engineer, Dubbing has lab Sarvam AI."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has signal desk","object":"hiring","text":"Machine Learning Engineer, Dubbing has signal desk hiring."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Machine Learning Engineer, Dubbing has source host jobs.ashbyhq.com."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has team","object":"Engineering","text":"Machine Learning Engineer, Dubbing has team Engineering."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has location","object":"Bengaluru","text":"Machine Learning Engineer, Dubbing has location Bengaluru."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has ats","object":"ashby","text":"Machine Learning Engineer, Dubbing has ats ashby."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has notability","object":"Routine job posting, low traction","text":"Machine Learning Engineer, Dubbing has notability Routine job posting, low traction."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has watch term","object":"Eval methodology","text":"Machine Learning Engineer, Dubbing has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Machine Learning Engineer, Dubbing (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, low traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Machine Learning Engineer, Dubbing","text":"Sarvam AI opened role Machine Learning Engineer, Dubbing."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"is classified as","object":"job signal","text":"Machine Learning Engineer, Dubbing is classified as job signal."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"belongs to","object":"hiring desk","text":"Machine Learning Engineer, Dubbing belongs to hiring desk."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has context","object":"Bengaluru","text":"Machine Learning Engineer, Dubbing has context Bengaluru."},{"subject":"Machine Learning Engineer, Dubbing","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Machine Learning Engineer, Dubbing has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8654ab10-882d-47f5-a0ee-bfacfa447bf3","url":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3","json_url":"https://onlylabs.fyi/signals/8654ab10-882d-47f5-a0ee-bfacfa447bf3/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","title":"Machine Learning Engineer, Dubbing","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":"2026-06-01T17:13:15.263+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/95fe7d08-b3e1-4961-9809-00a29e6c5f06"]},"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/95fe7d08-b3e1-4961-9809-00a29e6c5f06","final_url":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","title":"Machine Learning Engineer, Dubbing","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:28.242797+00:00","bytes":14133,"raw_path":"d894b164048a4b62171f7f1a739b45efa89f3755042194c6e7ab19b2273d2f3f.json","content_hash":"e8e873f24ce694c22d4325ffd7140999159b777bda1b4d6c7b17c4c95b26efa2","excerpt_chars":1200,"truncated":true,"excerpt":"Machine Learning Engineer, Dubbing Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-01T17:13:15.263+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 You will own the ML integration layer for Sarvam’s dubbing and live translation products — building production pipelines that connect ASR, translation, TTS, and voice cloning into seamless end-to-end systems. The scope spans offline video dubbing (batch processing across 12+ Indian languages) and real-time speech-to-speech translation in multi-participant environments where latency budgets are measured in hundreds of milliseconds. The team’s roadmap evolves with the field; we want engineers who are comfortable with..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","final_url":"https://jobs.ashbyhq.com/sarvam/95fe7d08-b3e1-4961-9809-00a29e6c5f06","title":"Machine Learning Engineer, Dubbing","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:28.242797+00:00","bytes":14133,"raw_path":"d894b164048a4b62171f7f1a739b45efa89f3755042194c6e7ab19b2273d2f3f.json","content_hash":"e8e873f24ce694c22d4325ffd7140999159b777bda1b4d6c7b17c4c95b26efa2","excerpt_chars":1200,"truncated":true,"excerpt":"Machine Learning Engineer, Dubbing Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-01T17:13:15.263+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 You will own the ML integration layer for Sarvam’s dubbing and live translation products — building production pipelines that connect ASR, translation, TTS, and voice cloning into seamless end-to-end systems. The scope spans offline video dubbing (batch processing across 12+ Indian languages) and real-time speech-to-speech translation in multi-participant environments where latency budgets are measured in hundreds of milliseconds. The team’s roadmap evolves with the field; we want engineers who are comfortable with..."}],"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":"d825bc36-ba52-4ddc-a46f-6434f27daab8","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","source_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","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"},{"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"}]}