{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Job: Technical Program Manager, AI Infrastructure Capacity Planning","description":"OpenAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9","json_url":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9/signal.json","generated_at":"2026-09-11T08:58:20.652Z","evidence_latest_fetched_at":"2026-09-11T07:13:02.462607+00:00","signal_first_seen_at":"2026-09-11T07:10:37.764669+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/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9","signal_json":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9/signal.json","source":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"OpenAI opened Technical Program Manager, AI Infrastructure Capacity Planning (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Technical Program Management · location San Francisco · Routine job opening at OpenAI, not a model or research release.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Infrastructure in the data-business radar.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","source_host":"jobs.ashbyhq.com","occurred_at":"2026-09-11T01:50:05.178+00:00","first_seen_at":"2026-09-11T07:10:37.764669+00:00","date_source":"ashby.publishedAt","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":"Technical Program Management","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening at OpenAI, not a model or research release.","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"infra","source":"radar"},{"label":"Matched term","value":"infrastructure","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/openai/a525ada4-b02d-425e-b529-f74bd0b398a5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-11T07:13:02.462607+00:00"},"data_business":{"matches":true,"lanes":[{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}],"matched_terms":["infra","infrastructure"],"score":17,"reason":"OpenAI has a job signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9/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: Infrastructure?","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/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","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 \"Technical Program Manager, AI Infrastructure Capacity Planning\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role Technical Program Manager, AI Infrastructure Capacity Planning","text":"OpenAI opened role Technical Program Manager, AI Infrastructure Capacity Planning."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"is classified as","object":"job signal","text":"Technical Program Manager, AI Infrastructure Capacity Planning is classified as job signal."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"belongs to","object":"hiring desk","text":"Technical Program Manager, AI Infrastructure Capacity Planning belongs to hiring desk."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has context","object":"San Francisco","text":"Technical Program Manager, AI Infrastructure Capacity Planning has context San Francisco."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Technical Program Manager, AI Infrastructure Capacity Planning has evidence coverage 1 captured evidence page."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"matches data-business lanes","object":"Infrastructure","text":"Technical Program Manager, AI Infrastructure Capacity Planning matches data-business lanes Infrastructure."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has captured page count","object":"1","text":"Technical Program Manager, AI Infrastructure Capacity Planning has captured page count 1."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has readable page count","object":"1","text":"Technical Program Manager, AI Infrastructure Capacity Planning has readable page count 1."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has related signal count","object":"6","text":"Technical Program Manager, AI Infrastructure Capacity Planning has related signal count 6."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","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":"Technical Program Manager, AI Infrastructure Capacity Planning has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Technical Program Manager, AI Infrastructure Capacity Planning has source host jobs.ashbyhq.com."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has lab","object":"OpenAI","text":"Technical Program Manager, AI Infrastructure Capacity Planning has lab OpenAI."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has signal desk","object":"hiring","text":"Technical Program Manager, AI Infrastructure Capacity Planning has signal desk hiring."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Technical Program Manager, AI Infrastructure Capacity Planning has source host jobs.ashbyhq.com."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has team","object":"Technical Program Management","text":"Technical Program Manager, AI Infrastructure Capacity Planning has team Technical Program Management."},{"subject":"Technical Program Manager, AI Infrastructure 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opened Technical Program Manager, AI Infrastructure Capacity Planning (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Technical Program Management · location San Francisco · Routine job opening at OpenAI, not a model or research release.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Infrastructure in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role Technical Program Manager, AI Infrastructure Capacity Planning","text":"OpenAI opened role Technical Program Manager, AI Infrastructure Capacity Planning."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"is classified as","object":"job signal","text":"Technical Program Manager, AI Infrastructure Capacity Planning is classified as job signal."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"belongs to","object":"hiring desk","text":"Technical Program Manager, AI Infrastructure Capacity Planning belongs to hiring desk."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has context","object":"San Francisco","text":"Technical Program Manager, AI Infrastructure Capacity Planning has context San Francisco."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Technical Program Manager, AI Infrastructure Capacity Planning has evidence coverage 1 captured evidence page."},{"subject":"Technical Program Manager, AI Infrastructure Capacity Planning","predicate":"matches data-business lanes","object":"Infrastructure","text":"Technical Program Manager, AI Infrastructure Capacity Planning matches data-business lanes Infrastructure."}]},"signal":{"id":"ea9d03b6-1129-4d53-9a8c-44e53e2a40f9","url":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9","json_url":"https://onlylabs.fyi/signals/ea9d03b6-1129-4d53-9a8c-44e53e2a40f9/signal.json","source_url":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","title":"Technical Program Manager, AI Infrastructure Capacity Planning","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":"2026-09-11T01:50:05.178+00:00","first_seen_at":"2026-09-11T07:10:37.764669+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/openai/a525ada4-b02d-425e-b529-f74bd0b398a5"]},"facets":{"location":"San Francisco","team":"Technical Program Management","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":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":17,"matched_terms":["infra","infrastructure"],"reason":"OpenAI has a job signal matching infrastructure."}},"primary_evidence_page":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","final_url":"https://jobs.ashbyhq.com/openai/a525ada4-b02d-425e-b529-f74bd0b398a5","title":"Technical Program Manager, AI Infrastructure Capacity Planning","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-11T07:13:02.462607+00:00","bytes":19774,"raw_path":"4243be1f9cbfd86d09a25d68fdc83cb0d75f6de491fc54f9d6bd488497ea4b1c.json","content_hash":"c624a7420a4e06065b477d546247009078b6e09e16f60d8491f540682c14d35c","excerpt_chars":1200,"truncated":true,"excerpt":"Technical Program Manager, AI Infrastructure Capacity Planning Team: Technical Program Management Location: San Francisco Employment type: FullTime Published: 2026-09-11T01:50:05.178+00:00 About the Team OpenAI's Industrial Compute organization builds and operates the infrastructure required to train and serve frontier AI models. The Capacity Planning team connects rapidly changing research and product demand with the compute, networking, storage, power, data center, hardware, and operational resources required to make that demand executable. About the Role We are seeking a Technical Program Manager to build and lead capacity planning across OpenAI's large-scale AI infrastructure. You will translate uncertain workload demand into clear infrastructure requirements, allocation decisions, supply commitments, activation priorities, and long-range capacity strategies. This role sits at the intersection of research, engineering, infrastructure, finance, sourcing, deployment, and operations. You will create the planning models, operating cadences, governance mechanisms, and source-of-truth systems that allow teams to understand what capacity is required, what is available, what is at..."},"evidence_pages":[],"related_signals":[{"id":"9896c021-157a-42a9-b5cd-d86213d730e6","url":"https://onlylabs.fyi/signals/9896c021-157a-42a9-b5cd-d86213d730e6","source_url":"https://jobs.ashbyhq.com/openai/708121e8-51ac-4a24-a2ff-bd9889ba5486","title":"Developer Experience Engineer, Cyber","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-11T02:51:53.931+00:00","first_seen_at":"2026-09-11T07:10:37.764669+00:00","date_source":"ashby.publishedAt"},{"id":"ab89bf10-22cc-428d-8ad0-09d1cba17725","url":"https://onlylabs.fyi/signals/ab89bf10-22cc-428d-8ad0-09d1cba17725","source_url":"https://jobs.ashbyhq.com/openai/b6a86e39-8059-4ccf-8d33-1bf5bd92fa86","title":"Software Engineer, API Frontiers","context":"New York City","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-11T01:36:02.48+00:00","first_seen_at":"2026-09-11T07:10:37.764669+00:00","date_source":"ashby.publishedAt"},{"id":"b2af772f-a798-49a8-bb64-868fbdadb09d","url":"https://onlylabs.fyi/signals/b2af772f-a798-49a8-bb64-868fbdadb09d","source_url":"https://jobs.ashbyhq.com/openai/1aa89889-9323-44eb-a3fb-042c68c45252","title":"Head of Marketplace ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T22:20:03.816+00:00","first_seen_at":"2026-08-22T07:10:38.266434+00:00","date_source":"ashby.publishedAt"},{"id":"e551d4a7-4496-41db-8c4a-0642b77d0b21","url":"https://onlylabs.fyi/signals/e551d4a7-4496-41db-8c4a-0642b77d0b21","source_url":"https://jobs.ashbyhq.com/openai/f7d155c9-06e8-44f0-b2eb-bfa88707f2c1","title":"Full-Stack Software Engineer, Emerging Products","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T21:55:04.531+00:00","first_seen_at":"2026-09-11T07:10:37.764669+00:00","date_source":"ashby.publishedAt"},{"id":"19b6caf9-6d06-4323-8111-87ce96a5ed49","url":"https://onlylabs.fyi/signals/19b6caf9-6d06-4323-8111-87ce96a5ed49","source_url":"https://jobs.ashbyhq.com/openai/552396f4-dc83-43de-9230-6301e5f461bd","title":"Partner Applied AI Engineer ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T19:44:56.038+00:00","first_seen_at":"2026-06-05T05:42:57.811227+00:00","date_source":"ashby.publishedAt"},{"id":"31d8c0cf-b218-418e-b93c-e1b7d1135690","url":"https://onlylabs.fyi/signals/31d8c0cf-b218-418e-b93c-e1b7d1135690","source_url":"https://jobs.ashbyhq.com/openai/be78cdad-0f1e-40a1-a8bd-71b5f86bb207","title":"Creative Director, Growth ","context":"US - Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-09-10T18:53:03.687+00:00","first_seen_at":"2026-09-11T07:10:37.764669+00:00","date_source":"ashby.publishedAt"}]}