{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Job: Program Manager, Human Data","description":"OpenAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9","json_url":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9/signal.json","generated_at":"2026-06-11T03:51:29.239939+00:00","org":{"slug":"openai","name":"OpenAI","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/openai","dossier_json_url":"https://onlylabs.fyi/labs/openai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9","signal_json":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9/signal.json","source":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","lab_dossier":"https://onlylabs.fyi/labs/openai","lab_dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis":"https://onlylabs.fyi/analysis/openai","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","category":"https://onlylabs.fyi/frontier","category_json":"https://onlylabs.fyi/frontier.json","category_feed":"https://onlylabs.fyi/frontier/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml","data_business":{"radar":"https://onlylabs.fyi/data-radar","radar_json":"https://onlylabs.fyi/data-radar.json","opportunities":"https://onlylabs.fyi/opportunities","opportunities_json":"https://onlylabs.fyi/opportunities.json","lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"}]}},"answer_pack":{"answer":"OpenAI opened Program Manager, Human Data (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Human Data · location San Francisco · Routine job opening at OpenAI. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand in the data-business radar.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","source_host":"jobs.ashbyhq.com","occurred_at":"2026-04-29T15:14:36.139+00:00","first_seen_at":"2026-06-05T05:42:57.811227+00:00","date_source":"source","context":"San Francisco"},"context_markers":[{"label":"Lab","value":"OpenAI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Human Data","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening at OpenAI","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Matched term","value":"data","source":"radar"},{"label":"Watch term","value":"Eval 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demand."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9/signal.json","dossier_json":"https://onlylabs.fyi/labs/openai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/openai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/openai/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json","data_radar_json":"https://onlylabs.fyi/data-radar.json","opportunities_json":"https://onlylabs.fyi/opportunities.json"},"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?","Which data-business lane explains this signal: Data demand?","Do the 6 related job signals show a repeated pattern?"],"output_fields":["org","team","location","role_theme","data_business_lane","evidence_url"],"data_business_relevance":"Hiring is the earliest demand signal for where frontier labs may need data products, eval tooling, infra vendors, and workflow support.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/openai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/openai/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json","required":false},{"label":"data_radar_json","url":"https://onlylabs.fyi/data-radar.json","required":true}],"expected_output":["one-paragraph source-grounded interpretation","data-business 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 OpenAI's job signal \"Program Manager, Human Data\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role Program Manager, Human Data","text":"OpenAI opened role Program Manager, Human Data."},{"subject":"Program Manager, Human Data","predicate":"is classified as","object":"job signal","text":"Program Manager, Human Data is classified as job signal."},{"subject":"Program Manager, Human Data","predicate":"belongs to","object":"hiring desk","text":"Program Manager, Human Data belongs to hiring desk."},{"subject":"Program Manager, Human Data","predicate":"has context","object":"San Francisco","text":"Program Manager, Human Data has context San Francisco."},{"subject":"Program Manager, Human Data","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Program Manager, Human Data has evidence coverage 1 captured evidence page."},{"subject":"Program Manager, Human Data","predicate":"matches data-business lanes","object":"Data demand","text":"Program Manager, Human Data matches data-business lanes Data demand."},{"subject":"Program Manager, Human Data","predicate":"has captured page count","object":"1","text":"Program Manager, Human Data has captured page count 1."},{"subject":"Program Manager, Human Data","predicate":"has readable page count","object":"1","text":"Program Manager, Human Data has readable page count 1."},{"subject":"Program Manager, Human Data","predicate":"has related signal count","object":"6","text":"Program Manager, Human Data has related signal count 6."},{"subject":"Program Manager, Human Data","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":"Program Manager, Human Data has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Program Manager, Human Data","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Program Manager, Human Data has source host jobs.ashbyhq.com."},{"subject":"Program Manager, Human Data","predicate":"has lab","object":"OpenAI","text":"Program Manager, Human Data has lab OpenAI."},{"subject":"Program Manager, Human Data","predicate":"has signal desk","object":"hiring","text":"Program Manager, Human Data has signal desk hiring."},{"subject":"Program Manager, Human Data","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Program Manager, Human Data has source host jobs.ashbyhq.com."},{"subject":"Program Manager, Human Data","predicate":"has team","object":"Human Data","text":"Program Manager, Human Data has team Human Data."},{"subject":"Program Manager, Human Data","predicate":"has location","object":"San Francisco","text":"Program Manager, Human Data has location San Francisco."},{"subject":"Program Manager, Human 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This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Human Data · location San Francisco · Routine job opening at OpenAI. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role Program Manager, Human Data","text":"OpenAI opened role Program Manager, Human Data."},{"subject":"Program Manager, Human Data","predicate":"is classified as","object":"job signal","text":"Program Manager, Human Data is classified as job signal."},{"subject":"Program Manager, Human Data","predicate":"belongs to","object":"hiring desk","text":"Program Manager, Human Data belongs to hiring desk."},{"subject":"Program Manager, Human Data","predicate":"has context","object":"San Francisco","text":"Program Manager, Human Data has context San Francisco."},{"subject":"Program Manager, Human Data","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Program Manager, Human Data has evidence coverage 1 captured evidence page."},{"subject":"Program Manager, Human Data","predicate":"matches data-business lanes","object":"Data demand","text":"Program Manager, Human Data matches data-business lanes Data demand."}]},"signal":{"id":"b9482533-2385-4c4d-bfa8-8856f14e56f9","url":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9","json_url":"https://onlylabs.fyi/signals/b9482533-2385-4c4d-bfa8-8856f14e56f9/signal.json","source_url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","title":"Program Manager, Human Data","summary":"OpenAI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-04-29T15:14:36.139+00:00","first_seen_at":"2026-06-05T05:42:57.811227+00:00","date_source":"source","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/openai/932c9cc1-c542-4f67-8d0d-443de87b8213"]},"facets":{"location":"San Francisco","team":"Human Data","ats":"ashby"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"}],"score":15,"matched_terms":["data"],"reason":"OpenAI has a job signal matching data demand."}},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","final_url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","title":"Program Manager, Human Data","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:51:29.239939+00:00","bytes":16945,"raw_path":"1b0e295d5f9d852ffc7a0229cbef4755c4b4d04f81e53c8fe9af280e68146f5a.json","content_hash":"df1f132185efe4ffb438524ff8cf067cc86a4ab8610189b49377fd2db7c2c0ee","excerpt_chars":1200,"truncated":true,"excerpt":"Program Manager, Human Data Team: Human Data Location: San Francisco Employment type: FullTime Published: 2026-04-29T15:14:36.139+00:00 About the Team The Human Data team turns human feedback into reliable signals for training and evaluation. We design and run end-to-end programs that capture the depth of human intent behind everyday and high-stakes uses of our models. Our remit spans bespoke data campaigns, scalable synthetic data generation, and product-embedded signals. We partner closely across all research teams to translate these signals into training datasets, novel evaluations, and feedback loops that push the frontier of our models and advance their applications. About the Role As a Program Manager (PGM) in the Human Data team you will partner with our research teams, operations and engineering to execute complex programs for collecting high-quality data. You will be a key interface between our external vendors and AI trainers, ensuring human data campaigns are successfully completed. Your work will play a key role in enabling OpenAI to train safe models that will land in the real world This role is based in our San Francisco HQ. In this role, you will: - Work in a high..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","final_url":"https://jobs.ashbyhq.com/openai/932c9cc1-c542-4f67-8d0d-443de87b8213","title":"Program Manager, Human Data","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:51:29.239939+00:00","bytes":16945,"raw_path":"1b0e295d5f9d852ffc7a0229cbef4755c4b4d04f81e53c8fe9af280e68146f5a.json","content_hash":"df1f132185efe4ffb438524ff8cf067cc86a4ab8610189b49377fd2db7c2c0ee","excerpt_chars":1200,"truncated":true,"excerpt":"Program Manager, Human Data Team: Human Data Location: San Francisco Employment type: FullTime Published: 2026-04-29T15:14:36.139+00:00 About the Team The Human Data team turns human feedback into reliable signals for training and evaluation. We design and run end-to-end programs that capture the depth of human intent behind everyday and high-stakes uses of our models. Our remit spans bespoke data campaigns, scalable synthetic data generation, and product-embedded signals. We partner closely across all research teams to translate these signals into training datasets, novel evaluations, and feedback loops that push the frontier of our models and advance their applications. About the Role As a Program Manager (PGM) in the Human Data team you will partner with our research teams, operations and engineering to execute complex programs for collecting high-quality data. You will be a key interface between our external vendors and AI trainers, ensuring human data campaigns are successfully completed. Your work will play a key role in enabling OpenAI to train safe models that will land in the real world This role is based in our San Francisco HQ. In this role, you will: - Work in a high..."}],"related_signals":[{"id":"089303ed-da2e-4429-bb4f-431e073f20c6","url":"https://onlylabs.fyi/signals/089303ed-da2e-4429-bb4f-431e073f20c6","source_url":"https://jobs.ashbyhq.com/openai/7e0b52d7-c7f3-475d-a589-f9ea4420fbb3","title":"AI Tooling & Enablement Manager","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-11T00:07:19.266+00:00","first_seen_at":"2026-06-11T07:01:11.122205+00:00","date_source":"ashby.publishedAt"},{"id":"22f67d44-4aab-48cd-8114-db0ecd0341dd","url":"https://onlylabs.fyi/signals/22f67d44-4aab-48cd-8114-db0ecd0341dd","source_url":"https://jobs.ashbyhq.com/openai/4e60d650-47a7-44fb-8031-02976c7ddc55","title":"TLM, Integrity","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:46:02.181+00:00","first_seen_at":"2026-06-05T05:42:57.811227+00:00","date_source":"ashby.publishedAt"},{"id":"bdd02b71-32f0-491c-863f-d29538e31f6e","url":"https://onlylabs.fyi/signals/bdd02b71-32f0-491c-863f-d29538e31f6e","source_url":"https://jobs.ashbyhq.com/openai/49544169-4346-48bd-a926-b1188eba7254","title":"Sourcer, Go To Market","context":"Remote - US","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:21:21.453+00:00","first_seen_at":"2026-06-11T07:01:11.122205+00:00","date_source":"ashby.publishedAt"},{"id":"13f5a68d-d915-4d8f-91c8-25da57615e60","url":"https://onlylabs.fyi/signals/13f5a68d-d915-4d8f-91c8-25da57615e60","source_url":"https://jobs.ashbyhq.com/openai/fc45a658-4d02-4e03-b6bc-a83519af1a1d","title":"Account Director, Government Scale","context":"Washington, DC","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T20:18:53.183+00:00","first_seen_at":"2026-06-11T07:01:11.122205+00:00","date_source":"ashby.publishedAt"},{"id":"605520d2-9832-417f-a2f1-0cdcb7d76e66","url":"https://onlylabs.fyi/signals/605520d2-9832-417f-a2f1-0cdcb7d76e66","source_url":"https://jobs.ashbyhq.com/openai/4070d52e-0263-4cd5-9107-052b4ecc1209","title":"Backend Software Engineer, API Multicloud","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T19:57:54.896+00:00","first_seen_at":"2026-06-11T07:01:11.122205+00:00","date_source":"ashby.publishedAt"},{"id":"291b78fd-8fd3-4ce8-8564-c1dbb161e7a5","url":"https://onlylabs.fyi/signals/291b78fd-8fd3-4ce8-8564-c1dbb161e7a5","source_url":"https://jobs.ashbyhq.com/openai/b36f28a3-e728-4d2e-a2cb-aceecf5e3a01","title":"Senior Manager, Procurement Operations - Hardware ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-06-10T19:39:43.774+00:00","first_seen_at":"2026-06-11T07:01:11.122205+00:00","date_source":"ashby.publishedAt"}]}