{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Researcher, Vision","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925","json_url":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925/signal.json","generated_at":"2026-06-11T03:17:30.274416+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/4f04f170-3770-4b15-9007-62fd480ec925","signal_json":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925/signal.json","source":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","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 Researcher, Vision (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 at a notable lab. 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/255816b4-c44d-481c-a093-73ae114d1952","source_host":"jobs.ashbyhq.com","occurred_at":"2026-04-17T20:00:54.275+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 opening at a notable lab","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"}],"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/255816b4-c44d-481c-a093-73ae114d1952"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:30.274416+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925/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/4f04f170-3770-4b15-9007-62fd480ec925/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","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 \"Researcher, Vision\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Researcher, Vision","text":"Sarvam AI opened role Researcher, Vision."},{"subject":"Researcher, Vision","predicate":"is classified as","object":"job signal","text":"Researcher, Vision is classified as job signal."},{"subject":"Researcher, Vision","predicate":"belongs to","object":"hiring desk","text":"Researcher, Vision belongs to hiring desk."},{"subject":"Researcher, Vision","predicate":"has context","object":"Bengaluru","text":"Researcher, Vision has context Bengaluru."},{"subject":"Researcher, Vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Researcher, Vision has evidence coverage 1 captured evidence page."},{"subject":"Researcher, Vision","predicate":"has captured page count","object":"1","text":"Researcher, Vision has captured page count 1."},{"subject":"Researcher, Vision","predicate":"has readable page count","object":"1","text":"Researcher, Vision has readable page count 1."},{"subject":"Researcher, Vision","predicate":"has related signal count","object":"6","text":"Researcher, Vision has related signal count 6."},{"subject":"Researcher, Vision","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":"Researcher, Vision has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Researcher, Vision","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Researcher, Vision has source host jobs.ashbyhq.com."},{"subject":"Researcher, Vision","predicate":"has lab","object":"Sarvam AI","text":"Researcher, Vision has lab Sarvam AI."},{"subject":"Researcher, Vision","predicate":"has signal desk","object":"hiring","text":"Researcher, Vision has signal desk hiring."},{"subject":"Researcher, Vision","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Researcher, Vision has source host jobs.ashbyhq.com."},{"subject":"Researcher, Vision","predicate":"has team","object":"Engineering","text":"Researcher, Vision has team Engineering."},{"subject":"Researcher, Vision","predicate":"has location","object":"Bengaluru","text":"Researcher, Vision has location Bengaluru."},{"subject":"Researcher, Vision","predicate":"has ats","object":"ashby","text":"Researcher, Vision has ats ashby."},{"subject":"Researcher, Vision","predicate":"has notability","object":"Routine job opening at a notable lab","text":"Researcher, Vision has notability Routine job opening at a notable lab."},{"subject":"Researcher, Vision","predicate":"has watch term","object":"Eval methodology","text":"Researcher, Vision has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Researcher, Vision (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 at a notable lab. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Researcher, Vision","text":"Sarvam AI opened role Researcher, Vision."},{"subject":"Researcher, Vision","predicate":"is classified as","object":"job signal","text":"Researcher, Vision is classified as job signal."},{"subject":"Researcher, Vision","predicate":"belongs to","object":"hiring desk","text":"Researcher, Vision belongs to hiring desk."},{"subject":"Researcher, Vision","predicate":"has context","object":"Bengaluru","text":"Researcher, Vision has context Bengaluru."},{"subject":"Researcher, Vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Researcher, Vision has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4f04f170-3770-4b15-9007-62fd480ec925","url":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925","json_url":"https://onlylabs.fyi/signals/4f04f170-3770-4b15-9007-62fd480ec925/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","title":"Researcher, Vision","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":"2026-04-17T20:00:54.275+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/255816b4-c44d-481c-a093-73ae114d1952"]},"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/255816b4-c44d-481c-a093-73ae114d1952","final_url":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","title":"Researcher, Vision","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:30.274416+00:00","bytes":8505,"raw_path":"b9f1ac57632cb543c38f488b4b330263bbd74c06d6931b7d04a4e070d8b39724.json","content_hash":"ed907188cff13293e043ddcdf3438aa30ba5ecf628cdf19a2b20606fab06eafd","excerpt_chars":1200,"truncated":true,"excerpt":"Researcher, Vision Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T20:00:54.275+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 work across the full lifecycle of vision-language model (VLM) development — data, training, evaluation, and production. The team's scope will evolve as the field does; we want researchers who are comfortable with that and can lead. What You'll Do • Research vision-language architectures — encoders, fusion mechanisms, pretraining objectives, and scaling behaviour • Design training methods (pretraining, SFT, RLHF, DPO) adapted for multilingual VLMs • Investigate data strategies — what mixtures, quality signals, and synthetic..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","final_url":"https://jobs.ashbyhq.com/sarvam/255816b4-c44d-481c-a093-73ae114d1952","title":"Researcher, Vision","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:30.274416+00:00","bytes":8505,"raw_path":"b9f1ac57632cb543c38f488b4b330263bbd74c06d6931b7d04a4e070d8b39724.json","content_hash":"ed907188cff13293e043ddcdf3438aa30ba5ecf628cdf19a2b20606fab06eafd","excerpt_chars":1200,"truncated":true,"excerpt":"Researcher, Vision Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T20:00:54.275+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 work across the full lifecycle of vision-language model (VLM) development — data, training, evaluation, and production. The team's scope will evolve as the field does; we want researchers who are comfortable with that and can lead. What You'll Do • Research vision-language architectures — encoders, fusion mechanisms, pretraining objectives, and scaling behaviour • Design training methods (pretraining, SFT, RLHF, DPO) adapted for multilingual VLMs • Investigate data strategies — what mixtures, quality signals, and synthetic..."}],"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"}]}