{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Product Operations & Analytics Intern","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135","json_url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135/signal.json","generated_at":"2026-07-26T18:50:43.679Z","evidence_latest_fetched_at":"2026-07-15T07:11:54.894368+00:00","signal_first_seen_at":"2026-07-15T07:10:41.853781+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/79fbb6fe-d2ae-4883-9101-5d954a0b9135","signal_json":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135/signal.json","source":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","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 Product Operations & Analytics Intern (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Product · location Bengaluru. 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/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","source_host":"jobs.ashbyhq.com","occurred_at":"2026-07-19T08:29:30.871+00:00","first_seen_at":"2026-07-15T07:10:41.853781+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":"Product","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"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/6a5df2a7-5335-41b7-9b50-7f2f5de26d18"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-15T07:11:54.894368+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135/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/79fbb6fe-d2ae-4883-9101-5d954a0b9135/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","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 \"Product Operations & Analytics Intern\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Product Operations & Analytics Intern","text":"Sarvam AI opened role Product Operations & Analytics Intern."},{"subject":"Product Operations & Analytics Intern","predicate":"is classified as","object":"job signal","text":"Product Operations & Analytics Intern is classified as job signal."},{"subject":"Product Operations & Analytics Intern","predicate":"belongs to","object":"hiring desk","text":"Product Operations & Analytics Intern belongs to hiring desk."},{"subject":"Product Operations & Analytics Intern","predicate":"has context","object":"Bengaluru","text":"Product Operations & Analytics Intern has context Bengaluru."},{"subject":"Product Operations & Analytics Intern","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Product Operations & Analytics Intern has evidence coverage 1 captured evidence page."},{"subject":"Product Operations & Analytics Intern","predicate":"has captured page count","object":"1","text":"Product Operations & Analytics Intern has captured page count 1."},{"subject":"Product Operations & Analytics Intern","predicate":"has readable page count","object":"1","text":"Product Operations & Analytics Intern has readable page count 1."},{"subject":"Product Operations & Analytics Intern","predicate":"has related signal count","object":"6","text":"Product Operations & Analytics Intern has related signal count 6."},{"subject":"Product Operations & Analytics Intern","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":"Product Operations & Analytics Intern has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Product Operations & Analytics Intern","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Product Operations & Analytics Intern has source host jobs.ashbyhq.com."},{"subject":"Product Operations & Analytics Intern","predicate":"has lab","object":"Sarvam AI","text":"Product Operations & Analytics Intern has lab Sarvam AI."},{"subject":"Product Operations & Analytics Intern","predicate":"has signal desk","object":"hiring","text":"Product Operations & Analytics Intern has signal desk hiring."},{"subject":"Product Operations & Analytics Intern","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Product Operations & Analytics Intern has source host jobs.ashbyhq.com."},{"subject":"Product Operations & Analytics Intern","predicate":"has team","object":"Product","text":"Product Operations & Analytics Intern has team Product."},{"subject":"Product Operations & Analytics Intern","predicate":"has location","object":"Bengaluru","text":"Product Operations & Analytics Intern has location Bengaluru."},{"subject":"Product Operations & Analytics Intern","predicate":"has ats","object":"ashby","text":"Product Operations & Analytics Intern has ats ashby."},{"subject":"Product Operations & Analytics Intern","predicate":"has watch term","object":"Infrastructure","text":"Product Operations & Analytics Intern has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Product Operations & Analytics Intern (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Product · location Bengaluru. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Product Operations & Analytics Intern","text":"Sarvam AI opened role Product Operations & Analytics Intern."},{"subject":"Product Operations & Analytics Intern","predicate":"is classified as","object":"job signal","text":"Product Operations & Analytics Intern is classified as job signal."},{"subject":"Product Operations & Analytics Intern","predicate":"belongs to","object":"hiring desk","text":"Product Operations & Analytics Intern belongs to hiring desk."},{"subject":"Product Operations & Analytics Intern","predicate":"has context","object":"Bengaluru","text":"Product Operations & Analytics Intern has context Bengaluru."},{"subject":"Product Operations & Analytics Intern","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Product Operations & Analytics Intern has evidence coverage 1 captured evidence page."}]},"signal":{"id":"79fbb6fe-d2ae-4883-9101-5d954a0b9135","url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135","json_url":"https://onlylabs.fyi/signals/79fbb6fe-d2ae-4883-9101-5d954a0b9135/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","title":"Product Operations & Analytics Intern","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":"2026-07-19T08:29:30.871+00:00","first_seen_at":"2026-07-15T07:10:41.853781+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/6a5df2a7-5335-41b7-9b50-7f2f5de26d18"]},"facets":{"location":"Bengaluru","team":"Product","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/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","final_url":"https://jobs.ashbyhq.com/sarvam/6a5df2a7-5335-41b7-9b50-7f2f5de26d18","title":"Product Operations & Analytics Intern","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-15T07:11:54.894368+00:00","bytes":10751,"raw_path":"efd68eea61fa76c2fe0ec34b7d02d01c36d2f61994d794b1ecf1ae2d342bfa58.json","content_hash":"f7519004be3a29d3a401b66addb03f1c411e0cab6d0bda964f0588b83b9dd852","excerpt_chars":1200,"truncated":true,"excerpt":"Product Operations & Analytics Intern Team: Product Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-07-14T09:15:01.039+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 We're looking for someone who can build understanding how the product is actually being used. You'll sit at the intersection of users, data, and the dev team: pulling signal out of noisy feedback, spotting patterns across usage data and error logs, and turning all of it into clear, actionable input the team can act on. This is an operations and analysis role at its core. The team is small and moving fast — disciplined tracking and sharp judgment about what matters is how you'll create impact here. If you're the kind of..."},"evidence_pages":[],"related_signals":[{"id":"5a87d7eb-1b59-4223-8520-c8a279282047","url":"https://onlylabs.fyi/signals/5a87d7eb-1b59-4223-8520-c8a279282047","source_url":"https://jobs.ashbyhq.com/sarvam/adbc090f-3aad-4b12-af36-a2f4b55c017e","title":"Product Manager – Media & Entertainment, Sarvam Studio","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-22T11:24:26.246+00:00","first_seen_at":"2026-07-23T07:10:39.015422+00:00","date_source":"ashby.publishedAt"},{"id":"3c63b447-2fdc-40a5-852c-3f81e359f4c9","url":"https://onlylabs.fyi/signals/3c63b447-2fdc-40a5-852c-3f81e359f4c9","source_url":"https://jobs.ashbyhq.com/sarvam/1cd40084-586f-4edd-99ec-adff468aafdd","title":"Deployment Strategist","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-09T16:15:11.218+00:00","first_seen_at":"2026-07-10T07:10:42.168641+00:00","date_source":"ashby.publishedAt"},{"id":"1209d082-19a0-4edb-bef0-6a6a37f30440","url":"https://onlylabs.fyi/signals/1209d082-19a0-4edb-bef0-6a6a37f30440","source_url":"https://jobs.ashbyhq.com/sarvam/81ee59c9-c296-4ff0-9012-4e0f51b4a7f7","title":"Forward Deployed Engineer ","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-07T07:54:28.833+00:00","first_seen_at":"2026-07-08T07:10:42.997582+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":"2026-07-05T17:05:15.78+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"},{"id":"72035f4f-3832-4fd2-acdb-3e826d364bf0","url":"https://onlylabs.fyi/signals/72035f4f-3832-4fd2-acdb-3e826d364bf0","source_url":"https://jobs.ashbyhq.com/sarvam/ccfc0dbf-cf76-439a-aaea-f622daae614b","title":"Business Development Representative","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-05T16:57:50.371+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"},{"id":"3ba487b3-529a-4e5a-a328-025b33755964","url":"https://onlylabs.fyi/signals/3ba487b3-529a-4e5a-a328-025b33755964","source_url":"https://jobs.ashbyhq.com/sarvam/12d53c76-3b0a-4ced-8320-aa746e962648","title":"Marketing Operations Manager","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-07-05T16:33:02.4+00:00","first_seen_at":"2026-07-06T07:10:42.537432+00:00","date_source":"ashby.publishedAt"}]}