{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Job: AI Deployment Manager - Core Ecosystem, EDU","description":"OpenAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd","json_url":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd/signal.json","generated_at":"2026-06-11T03:52:01.167022+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/ada3787b-4107-419c-b1c6-fb370c098cdd","signal_json":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd/signal.json","source":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}]}},"answer_pack":{"answer":"OpenAI opened AI Deployment Manager - Core Ecosystem, EDU (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Technical Success · location San Francisco · Routine job posting, no major traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Product and customer in the data-business radar.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","source_host":"jobs.ashbyhq.com","occurred_at":"2026-03-26T21:38:17.774+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":"Technical Success","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, no major traction.","source":"signal"},{"label":"Radar lane","value":"Product and customer","source":"radar"},{"label":"Matched term","value":"deployment","source":"radar"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:52:01.167022+00:00"},"data_business":{"matches":true,"lanes":[{"key":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product","json_url":"https://onlylabs.fyi/data-radar/product/signals.json"}],"matched_terms":["deployment"],"score":15,"reason":"OpenAI has a job signal matching product and customer."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd/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: Product and customer?","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/ada3787b-4107-419c-b1c6-fb370c098cdd/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","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 \"AI Deployment Manager - Core Ecosystem, EDU\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role AI Deployment Manager - Core Ecosystem, EDU","text":"OpenAI opened role AI Deployment Manager - Core Ecosystem, EDU."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"is classified as","object":"job signal","text":"AI Deployment Manager - Core Ecosystem, EDU is classified as job signal."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"belongs to","object":"hiring desk","text":"AI Deployment Manager - Core Ecosystem, EDU belongs to hiring desk."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has context","object":"San Francisco","text":"AI Deployment Manager - Core Ecosystem, EDU has context San Francisco."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Deployment Manager - Core Ecosystem, EDU has evidence coverage 1 captured evidence page."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"matches data-business lanes","object":"Product and customer","text":"AI Deployment Manager - Core Ecosystem, EDU matches data-business lanes Product and customer."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has captured page count","object":"1","text":"AI Deployment Manager - Core Ecosystem, EDU has captured page count 1."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has readable page count","object":"1","text":"AI Deployment Manager - Core Ecosystem, EDU has readable page count 1."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has related signal count","object":"6","text":"AI Deployment Manager - Core Ecosystem, EDU has related signal count 6."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","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":"AI Deployment Manager - Core Ecosystem, EDU has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Deployment Manager - Core Ecosystem, EDU has source host jobs.ashbyhq.com."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has lab","object":"OpenAI","text":"AI Deployment Manager - Core Ecosystem, EDU has lab OpenAI."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has signal desk","object":"hiring","text":"AI Deployment Manager - Core Ecosystem, EDU has signal desk hiring."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Deployment Manager - Core Ecosystem, EDU has source host jobs.ashbyhq.com."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has team","object":"Technical Success","text":"AI Deployment Manager - Core Ecosystem, EDU has team Technical Success."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has location","object":"San Francisco","text":"AI Deployment Manager - Core Ecosystem, EDU has location San Francisco."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has ats","object":"ashby","text":"AI Deployment Manager - Core Ecosystem, EDU has ats ashby."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has notability","object":"Routine job posting, no major traction.","text":"AI Deployment Manager - Core Ecosystem, EDU has notability Routine job posting, no major traction.."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has radar lane","object":"Product and customer","text":"AI Deployment Manager - Core Ecosystem, EDU has radar lane Product and customer."}]},"intelligence":{"signal_desk":"hiring","answer":"OpenAI opened AI Deployment Manager - Core Ecosystem, EDU (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Technical Success · location San Francisco · Routine job posting, no major traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Product and customer in the data-business radar.","semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role AI Deployment Manager - Core Ecosystem, EDU","text":"OpenAI opened role AI Deployment Manager - Core Ecosystem, EDU."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"is classified as","object":"job signal","text":"AI Deployment Manager - Core Ecosystem, EDU is classified as job signal."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"belongs to","object":"hiring desk","text":"AI Deployment Manager - Core Ecosystem, EDU belongs to hiring desk."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has context","object":"San Francisco","text":"AI Deployment Manager - Core Ecosystem, EDU has context San Francisco."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Deployment Manager - Core Ecosystem, EDU has evidence coverage 1 captured evidence page."},{"subject":"AI Deployment Manager - Core Ecosystem, EDU","predicate":"matches data-business lanes","object":"Product and customer","text":"AI Deployment Manager - Core Ecosystem, EDU matches data-business lanes Product and customer."}]},"signal":{"id":"ada3787b-4107-419c-b1c6-fb370c098cdd","url":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd","json_url":"https://onlylabs.fyi/signals/ada3787b-4107-419c-b1c6-fb370c098cdd/signal.json","source_url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","title":"AI Deployment Manager - Core Ecosystem, EDU","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":"2026-03-26T21:38:17.774+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/e2d67035-e522-4c97-a68c-8ed31b245ff0"]},"facets":{"location":"San Francisco","team":"Technical Success","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":"product","label":"Product and customer","url":"https://onlylabs.fyi/data-radar/product"}],"score":15,"matched_terms":["deployment"],"reason":"OpenAI has a job signal matching product and customer."}},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","final_url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","title":"AI Deployment Manager - Core Ecosystem, EDU","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:52:01.167022+00:00","bytes":20170,"raw_path":"31b8db69cc14ae5f2f156bc5eadf99e4d9da1ccfd14030c94a491e0bb549c813.json","content_hash":"fa3d37bd533af3eb03b4f315cf68914d95ad3c119704a8bb687c76a7324ab649","excerpt_chars":1200,"truncated":true,"excerpt":"AI Deployment Manager - Core Ecosystem, EDU Team: Technical Success Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-26T21:38:17.774+00:00 About the Team: The AI Deployment Management (ADM) team enables organizations to turn OpenAI products into real, sustained impact through world-class services execution. Our mission is to help customers successfully adopt and operationalize AI across their organizations. We partner with enterprises and institutions to translate the potential of OpenAI’s technology into durable capability - through structured training, technical enablement, and services. By helping customers move from experimentation to production, the ADM team accelerates time-to-value, deepens product adoption, and helps make OpenAI indispensable to how organizations work. In EDU, this includes enabling AI literacy, enabling campus-wide adoption, and supporting teaching, staff, learning, and research workflows. About the Role The EDU AI Deployment Manager role is a specialist post-sales enablement role focused on delivering high-impact enablement and adoption services to educational institutions across OpenAI’s product..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","final_url":"https://jobs.ashbyhq.com/openai/e2d67035-e522-4c97-a68c-8ed31b245ff0","title":"AI Deployment Manager - Core Ecosystem, EDU","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:52:01.167022+00:00","bytes":20170,"raw_path":"31b8db69cc14ae5f2f156bc5eadf99e4d9da1ccfd14030c94a491e0bb549c813.json","content_hash":"fa3d37bd533af3eb03b4f315cf68914d95ad3c119704a8bb687c76a7324ab649","excerpt_chars":1200,"truncated":true,"excerpt":"AI Deployment Manager - Core Ecosystem, EDU Team: Technical Success Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-26T21:38:17.774+00:00 About the Team: The AI Deployment Management (ADM) team enables organizations to turn OpenAI products into real, sustained impact through world-class services execution. Our mission is to help customers successfully adopt and operationalize AI across their organizations. We partner with enterprises and institutions to translate the potential of OpenAI’s technology into durable capability - through structured training, technical enablement, and services. By helping customers move from experimentation to production, the ADM team accelerates time-to-value, deepens product adoption, and helps make OpenAI indispensable to how organizations work. In EDU, this includes enabling AI literacy, enabling campus-wide adoption, and supporting teaching, staff, learning, and research workflows. About the Role The EDU AI Deployment Manager role is a specialist post-sales enablement role focused on delivering high-impact enablement and adoption services to educational institutions across OpenAI’s product..."}],"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"}]}