{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Product Manager, Monetization & Retention","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138","json_url":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138/signal.json","generated_at":"2026-06-11T03:17:28.573098+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/41b32cec-469e-43ea-a539-867a930b7138","signal_json":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138/signal.json","source":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","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 Manager, Monetization & Retention (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Product · location Bengaluru · Routine job posting, low industry impact. 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/6390e602-7b98-4700-baa9-ced5be8b1651","source_host":"jobs.ashbyhq.com","occurred_at":"2026-05-25T10:34:28.407+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":"Product","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, low industry impact","source":"signal"},{"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/6390e602-7b98-4700-baa9-ced5be8b1651"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:28.573098+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138/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/41b32cec-469e-43ea-a539-867a930b7138/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","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 Manager, Monetization & Retention\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Product Manager, Monetization & Retention","text":"Sarvam AI opened role Product Manager, Monetization & Retention."},{"subject":"Product Manager, Monetization & Retention","predicate":"is classified as","object":"job signal","text":"Product Manager, Monetization & Retention is classified as job signal."},{"subject":"Product Manager, Monetization & Retention","predicate":"belongs to","object":"hiring desk","text":"Product Manager, Monetization & Retention belongs to hiring desk."},{"subject":"Product Manager, Monetization & Retention","predicate":"has context","object":"Bengaluru","text":"Product Manager, Monetization & Retention has context Bengaluru."},{"subject":"Product Manager, Monetization & Retention","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Product Manager, Monetization & Retention has evidence coverage 1 captured evidence page."},{"subject":"Product Manager, Monetization & Retention","predicate":"has captured page count","object":"1","text":"Product Manager, Monetization & Retention has captured page count 1."},{"subject":"Product Manager, Monetization & Retention","predicate":"has readable page count","object":"1","text":"Product Manager, Monetization & Retention has readable page count 1."},{"subject":"Product Manager, Monetization & Retention","predicate":"has related signal count","object":"6","text":"Product Manager, Monetization & Retention has related signal count 6."},{"subject":"Product Manager, Monetization & Retention","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 Manager, Monetization & Retention has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Product Manager, Monetization & Retention","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Product Manager, Monetization & Retention has source host jobs.ashbyhq.com."},{"subject":"Product Manager, Monetization & Retention","predicate":"has lab","object":"Sarvam AI","text":"Product Manager, Monetization & Retention has lab Sarvam AI."},{"subject":"Product Manager, Monetization & Retention","predicate":"has signal desk","object":"hiring","text":"Product Manager, Monetization & Retention has signal desk hiring."},{"subject":"Product Manager, Monetization & Retention","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Product Manager, Monetization & Retention has source host jobs.ashbyhq.com."},{"subject":"Product Manager, Monetization & Retention","predicate":"has team","object":"Product","text":"Product Manager, Monetization & Retention has team Product."},{"subject":"Product Manager, Monetization & Retention","predicate":"has location","object":"Bengaluru","text":"Product Manager, Monetization & Retention has location Bengaluru."},{"subject":"Product Manager, Monetization & Retention","predicate":"has ats","object":"ashby","text":"Product Manager, Monetization & Retention has ats ashby."},{"subject":"Product Manager, Monetization & Retention","predicate":"has notability","object":"Routine job posting, low industry impact","text":"Product Manager, Monetization & Retention has notability Routine job posting, low industry impact."},{"subject":"Product Manager, Monetization & Retention","predicate":"has watch term","object":"Infrastructure","text":"Product Manager, Monetization & Retention has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Product Manager, Monetization & Retention (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Product · location Bengaluru · Routine job posting, low industry impact. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Product Manager, Monetization & Retention","text":"Sarvam AI opened role Product Manager, Monetization & Retention."},{"subject":"Product Manager, Monetization & Retention","predicate":"is classified as","object":"job signal","text":"Product Manager, Monetization & Retention is classified as job signal."},{"subject":"Product Manager, Monetization & Retention","predicate":"belongs to","object":"hiring desk","text":"Product Manager, Monetization & Retention belongs to hiring desk."},{"subject":"Product Manager, Monetization & Retention","predicate":"has context","object":"Bengaluru","text":"Product Manager, Monetization & Retention has context Bengaluru."},{"subject":"Product Manager, Monetization & Retention","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Product Manager, Monetization & Retention has evidence coverage 1 captured evidence page."}]},"signal":{"id":"41b32cec-469e-43ea-a539-867a930b7138","url":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138","json_url":"https://onlylabs.fyi/signals/41b32cec-469e-43ea-a539-867a930b7138/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","title":"Product Manager, Monetization & Retention","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":"2026-05-25T10:34:28.407+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/6390e602-7b98-4700-baa9-ced5be8b1651"]},"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":{"url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","final_url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","title":"Product Manager, Monetization & Retention","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:28.573098+00:00","bytes":13471,"raw_path":"69f88103c32a1dc4b0606d798beee71beb636ca53edb07ed188c230c4e7d91a9.json","content_hash":"57dfb1bac41132ac7dca8db2a011ed0a2d3b1d578b2bf6b03cc6fe744249db4a","excerpt_chars":1200,"truncated":true,"excerpt":"Product Manager, Monetization & Retention Team: Product Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-25T10:34:28.407+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 building India's sovereign AI platform across API, Agents, Creator Studio, and consumer products. Revenue is no longer a side conversation. It's the conversation. We need a PM who owns the full monetization stack: how we price, how we bill, how we keep users paying, and how we win them back when they don't. This role sits at the intersection of pricing strategy, billing infrastructure, and lifecycle marketing. You'll work closely with platform, growth, and product teams to turn one-time users into repeat..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","final_url":"https://jobs.ashbyhq.com/sarvam/6390e602-7b98-4700-baa9-ced5be8b1651","title":"Product Manager, Monetization & Retention","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:28.573098+00:00","bytes":13471,"raw_path":"69f88103c32a1dc4b0606d798beee71beb636ca53edb07ed188c230c4e7d91a9.json","content_hash":"57dfb1bac41132ac7dca8db2a011ed0a2d3b1d578b2bf6b03cc6fe744249db4a","excerpt_chars":1200,"truncated":true,"excerpt":"Product Manager, Monetization & Retention Team: Product Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-25T10:34:28.407+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 building India's sovereign AI platform across API, Agents, Creator Studio, and consumer products. Revenue is no longer a side conversation. It's the conversation. We need a PM who owns the full monetization stack: how we price, how we bill, how we keep users paying, and how we win them back when they don't. This role sits at the intersection of pricing strategy, billing infrastructure, and lifecycle marketing. You'll work closely with platform, growth, and product teams to turn one-time users into repeat..."}],"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"}]}