{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Backend Engineer - 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/4d9d6a79-1b1b-4083-953a-9adcad55c4cd","json_url":"https://onlylabs.fyi/signals/4d9d6a79-1b1b-4083-953a-9adcad55c4cd/signal.json","generated_at":"2026-09-09T19:43:58.917Z","evidence_latest_fetched_at":"2026-08-19T07:12:43.111492+00:00","signal_first_seen_at":"2026-08-19T07:10:44.272369+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/4d9d6a79-1b1b-4083-953a-9adcad55c4cd","signal_json":"https://onlylabs.fyi/signals/4d9d6a79-1b1b-4083-953a-9adcad55c4cd/signal.json","source":"https://jobs.ashbyhq.com/sarvam/5047b154-37f7-49df-9006-b52e8c79c0e9","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 Backend Engineer - Vision (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/4d9d6a79-1b1b-4083-953a-9adcad55c4cd/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/5047b154-37f7-49df-9006-b52e8c79c0e9","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 \"Backend Engineer - Vision\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Backend Engineer - Vision","text":"Sarvam AI opened role Backend Engineer - Vision."},{"subject":"Backend Engineer - Vision","predicate":"is classified as","object":"job signal","text":"Backend Engineer - Vision is classified as job signal."},{"subject":"Backend Engineer - Vision","predicate":"belongs to","object":"hiring desk","text":"Backend Engineer - Vision belongs to hiring desk."},{"subject":"Backend Engineer - Vision","predicate":"has context","object":"Bengaluru","text":"Backend Engineer - Vision has context Bengaluru."},{"subject":"Backend Engineer - Vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Backend Engineer - Vision has evidence coverage 1 captured evidence page."},{"subject":"Backend Engineer - Vision","predicate":"has captured page count","object":"1","text":"Backend Engineer - Vision has captured page count 1."},{"subject":"Backend Engineer - Vision","predicate":"has readable page count","object":"1","text":"Backend Engineer - Vision has readable page count 1."},{"subject":"Backend Engineer - Vision","predicate":"has related signal count","object":"6","text":"Backend Engineer - Vision has related signal count 6."},{"subject":"Backend Engineer - 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":"Backend Engineer - Vision has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Backend Engineer - Vision","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Backend Engineer - Vision has source host jobs.ashbyhq.com."},{"subject":"Backend Engineer - Vision","predicate":"has lab","object":"Sarvam AI","text":"Backend Engineer - Vision has lab Sarvam AI."},{"subject":"Backend Engineer - Vision","predicate":"has signal desk","object":"hiring","text":"Backend Engineer - Vision has signal desk hiring."},{"subject":"Backend Engineer - Vision","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Backend Engineer - Vision has source host jobs.ashbyhq.com."},{"subject":"Backend Engineer - Vision","predicate":"has team","object":"Engineering","text":"Backend Engineer - Vision has team Engineering."},{"subject":"Backend Engineer - Vision","predicate":"has location","object":"Bengaluru","text":"Backend Engineer - Vision has location Bengaluru."},{"subject":"Backend Engineer - Vision","predicate":"has ats","object":"ashby","text":"Backend Engineer - Vision has ats ashby."},{"subject":"Backend Engineer - Vision","predicate":"has notability","object":"Routine job posting","text":"Backend Engineer - Vision has notability Routine job posting."},{"subject":"Backend Engineer - Vision","predicate":"has watch term","object":"Eval methodology","text":"Backend Engineer - Vision has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Backend Engineer - 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 posting. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Backend Engineer - Vision","text":"Sarvam AI opened role Backend Engineer - Vision."},{"subject":"Backend Engineer - Vision","predicate":"is classified as","object":"job signal","text":"Backend Engineer - Vision is classified as job signal."},{"subject":"Backend Engineer - Vision","predicate":"belongs to","object":"hiring desk","text":"Backend Engineer - Vision belongs to hiring desk."},{"subject":"Backend Engineer - Vision","predicate":"has context","object":"Bengaluru","text":"Backend Engineer - Vision has context Bengaluru."},{"subject":"Backend Engineer - Vision","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Backend Engineer - Vision has evidence coverage 1 captured evidence page."}]},"signal":{"id":"4d9d6a79-1b1b-4083-953a-9adcad55c4cd","url":"https://onlylabs.fyi/signals/4d9d6a79-1b1b-4083-953a-9adcad55c4cd","json_url":"https://onlylabs.fyi/signals/4d9d6a79-1b1b-4083-953a-9adcad55c4cd/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/5047b154-37f7-49df-9006-b52e8c79c0e9","title":"Backend Engineer - 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":"2026-08-18T10:51:39.146+00:00","first_seen_at":"2026-08-19T07:10:44.272369+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/5047b154-37f7-49df-9006-b52e8c79c0e9"]},"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/5047b154-37f7-49df-9006-b52e8c79c0e9","final_url":"https://jobs.ashbyhq.com/sarvam/5047b154-37f7-49df-9006-b52e8c79c0e9","title":"Backend Engineer - Vision","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-19T07:12:43.111492+00:00","bytes":12366,"raw_path":"6e656eae1c2a9747da6be8ae4a1b515bf0175684027542975ad661fd16140375.json","content_hash":"130a95a119f57ec87206911f08340fde32636058c7ac6e354e62d248a2c6e1ec","excerpt_chars":1200,"truncated":true,"excerpt":"Backend Engineer - Vision Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-08-18T10:51:39.146+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 Team Sarvam's research teams build our own vision-language models for OCR and structured extraction. This team builds everything around them — the serving harness that turns a 3B or 30B in-house model into a production document intelligence platform. The bet is specific: with the right harness — routing, decomposition, retries, verification, ensembling, layout awareness, confidence calibration — a small sovereign model should match or beat what teams today get from frontier hosted models like Gemini Flash, at a fraction of the cost..."},"evidence_pages":[],"related_signals":[{"id":"8474c92a-ef98-4259-a3a9-0639f94f2e8b","url":"https://onlylabs.fyi/signals/8474c92a-ef98-4259-a3a9-0639f94f2e8b","source_url":"https://jobs.ashbyhq.com/sarvam/6e8354d0-8e75-4e31-a361-21dfd91bfdfa","title":"GTM Strategy - Chanakya","context":"Delhi","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-08T08:48:19.074+00:00","first_seen_at":"2026-08-24T07:10:45.057084+00:00","date_source":"ashby.publishedAt"},{"id":"a2d8182e-094d-410d-a201-a188498a42e5","url":"https://onlylabs.fyi/signals/a2d8182e-094d-410d-a201-a188498a42e5","source_url":"https://jobs.ashbyhq.com/sarvam/b9bbee38-51c2-4113-8b22-70041e9da054","title":"COO's Office (Business Analyst)","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-09-02T12:05:02.957+00:00","first_seen_at":"2026-09-03T07:10:43.104438+00:00","date_source":"ashby.publishedAt"},{"id":"79fbb6fe-d2ae-4883-9101-5d954a0b9135","url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135","source_url":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","title":"Product Operations & Analytics Intern","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-08-29T08:22:48.219+00:00","first_seen_at":"2026-07-15T07:10:41.853781+00:00","date_source":"ashby.publishedAt"},{"id":"bf508bbb-0e46-4b02-a649-d0b2ac7b6dc8","url":"https://onlylabs.fyi/signals/bf508bbb-0e46-4b02-a649-d0b2ac7b6dc8","source_url":"https://jobs.ashbyhq.com/sarvam/d2d593e6-be5a-4431-b1fa-86f18d1c7edf","title":"DevOps Engineer","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-08-28T06:52:14.577+00:00","first_seen_at":"2026-08-12T07:10:44.60799+00:00","date_source":"ashby.publishedAt"},{"id":"d9fbf827-647d-4e1c-94d0-5811aec7b25c","url":"https://onlylabs.fyi/signals/d9fbf827-647d-4e1c-94d0-5811aec7b25c","source_url":"https://jobs.ashbyhq.com/sarvam/51a0c7e5-7109-49e7-b552-dbe915cb3f94","title":"Head of Brand & Communications","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-08-25T13:02:15.208+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"},{"id":"206c3116-a431-43b9-83cf-ae73d76762ec","url":"https://onlylabs.fyi/signals/206c3116-a431-43b9-83cf-ae73d76762ec","source_url":"https://jobs.ashbyhq.com/sarvam/45986600-4da3-4e46-a204-2865392df169","title":"Product Manager, Model APIs","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-08-25T10:39:32.755+00:00","first_seen_at":"2026-08-26T07:10:45.126906+00:00","date_source":"ashby.publishedAt"}]}