{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Job: Manager, AI Deployment Engineering - Codex","description":"OpenAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7","json_url":"https://onlylabs.fyi/signals/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7/signal.json","generated_at":"2026-06-11T03:50:00.047803+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/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7","signal_json":"https://onlylabs.fyi/signals/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7/signal.json","source":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","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 Manager, AI Deployment Engineering - Codex (London, UK). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Go To Market · location London, UK · Routine job opening, not notable. 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/da8dd5fd-1dec-4610-9508-5a156af9ca92","source_host":"jobs.ashbyhq.com","occurred_at":"2026-05-20T16:28:14.229+00:00","first_seen_at":"2026-06-05T05:42:57.811227+00:00","date_source":"source","context":"London, UK"},"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":"Go To Market","source":"signal"},{"label":"Location","value":"London, UK","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, not notable","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/da8dd5fd-1dec-4610-9508-5a156af9ca92"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:50:00.047803+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/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7/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/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","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 \"Manager, AI Deployment Engineering - Codex\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role Manager, AI Deployment Engineering - Codex","text":"OpenAI opened role Manager, AI Deployment Engineering - Codex."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"is classified as","object":"job signal","text":"Manager, AI Deployment Engineering - Codex is classified as job signal."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"belongs to","object":"hiring desk","text":"Manager, AI Deployment Engineering - Codex belongs to hiring desk."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has context","object":"London, UK","text":"Manager, AI Deployment Engineering - Codex has context London, UK."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Manager, AI Deployment Engineering - Codex has evidence coverage 1 captured evidence page."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"matches data-business lanes","object":"Product and customer","text":"Manager, AI Deployment Engineering - Codex matches data-business lanes Product and customer."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has captured page count","object":"1","text":"Manager, AI Deployment Engineering - Codex has captured page count 1."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has readable page count","object":"1","text":"Manager, AI Deployment Engineering - Codex has readable page count 1."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has related signal count","object":"6","text":"Manager, AI Deployment Engineering - Codex has related signal count 6."},{"subject":"Manager, AI Deployment Engineering - Codex","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":"Manager, AI Deployment Engineering - Codex has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Manager, AI Deployment Engineering - Codex has source host jobs.ashbyhq.com."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has lab","object":"OpenAI","text":"Manager, AI Deployment Engineering - Codex has lab OpenAI."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has signal desk","object":"hiring","text":"Manager, AI Deployment Engineering - Codex has signal desk hiring."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Manager, AI Deployment Engineering - Codex has source host jobs.ashbyhq.com."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has team","object":"Go To Market","text":"Manager, AI Deployment Engineering - Codex has team Go To Market."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has location","object":"London, UK","text":"Manager, AI Deployment Engineering - Codex has location London, UK."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has ats","object":"ashby","text":"Manager, AI Deployment Engineering - Codex has ats ashby."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has notability","object":"Routine job opening, not notable","text":"Manager, AI Deployment Engineering - Codex has notability Routine job opening, not notable."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has radar lane","object":"Product and customer","text":"Manager, AI Deployment Engineering - Codex has radar lane Product and customer."}]},"intelligence":{"signal_desk":"hiring","answer":"OpenAI opened Manager, AI Deployment Engineering - Codex (London, UK). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Go To Market · location London, UK · Routine job opening, not notable. 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 Manager, AI Deployment Engineering - Codex","text":"OpenAI opened role Manager, AI Deployment Engineering - Codex."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"is classified as","object":"job signal","text":"Manager, AI Deployment Engineering - Codex is classified as job signal."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"belongs to","object":"hiring desk","text":"Manager, AI Deployment Engineering - Codex belongs to hiring desk."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has context","object":"London, UK","text":"Manager, AI Deployment Engineering - Codex has context London, UK."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Manager, AI Deployment Engineering - Codex has evidence coverage 1 captured evidence page."},{"subject":"Manager, AI Deployment Engineering - Codex","predicate":"matches data-business lanes","object":"Product and customer","text":"Manager, AI Deployment Engineering - Codex matches data-business lanes Product and customer."}]},"signal":{"id":"f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7","url":"https://onlylabs.fyi/signals/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7","json_url":"https://onlylabs.fyi/signals/f7b6c211-4f65-4c54-aaa6-77aa1ff08ef7/signal.json","source_url":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","title":"Manager, AI Deployment Engineering - Codex","summary":"OpenAI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"London, UK","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"openai","name":"OpenAI","category":"frontier-lab"},"occurred_at":"2026-05-20T16:28:14.229+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/da8dd5fd-1dec-4610-9508-5a156af9ca92"]},"facets":{"location":"London, UK","team":"Go To Market","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/da8dd5fd-1dec-4610-9508-5a156af9ca92","final_url":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","title":"Manager, AI Deployment Engineering - Codex","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:50:00.047803+00:00","bytes":17189,"raw_path":"fbc68796fb5f2ec003d7ecb482a8671453e804f035629fa7a26f17ba975d481b.json","content_hash":"2552306401f53cdaf4ca20e752d080634584673bf40c675ce5f28b9f805a02b0","excerpt_chars":1200,"truncated":true,"excerpt":"Manager, AI Deployment Engineering - Codex Team: Go To Market Location: London, UK Employment type: FullTime Published: 2026-05-20T16:28:14.229+00:00 ABOUT THE TEAM The AI Deployment Engineering team is responsible for ensuring the safe and effective deployment of OpenAI technologies across developers and enterprises. We act as trusted technical partners, helping customers move from experimentation to production by designing, implementing, and scaling real-world AI applications. The Codex Deployment Engineering team focuses on enabling organizations to adopt next-generation AI coding tools and intelligent automations throughout their software development lifecycle. We partner directly with engineering teams to integrate Codex into their workflows — from early experimentation and pilot design through enterprise-scale production rollout — ensuring AI-enhanced developer experiences are reliable, secure, and deeply embedded within customer environments. ABOUT THE ROLE We are seeking an experienced technical leader to manage a team of AI Deployment Engineers responsible for driving successful Codex adoption across strategic customers. In this role, you will lead engineers who work..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","final_url":"https://jobs.ashbyhq.com/openai/da8dd5fd-1dec-4610-9508-5a156af9ca92","title":"Manager, AI Deployment Engineering - Codex","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:50:00.047803+00:00","bytes":17189,"raw_path":"fbc68796fb5f2ec003d7ecb482a8671453e804f035629fa7a26f17ba975d481b.json","content_hash":"2552306401f53cdaf4ca20e752d080634584673bf40c675ce5f28b9f805a02b0","excerpt_chars":1200,"truncated":true,"excerpt":"Manager, AI Deployment Engineering - Codex Team: Go To Market Location: London, UK Employment type: FullTime Published: 2026-05-20T16:28:14.229+00:00 ABOUT THE TEAM The AI Deployment Engineering team is responsible for ensuring the safe and effective deployment of OpenAI technologies across developers and enterprises. We act as trusted technical partners, helping customers move from experimentation to production by designing, implementing, and scaling real-world AI applications. The Codex Deployment Engineering team focuses on enabling organizations to adopt next-generation AI coding tools and intelligent automations throughout their software development lifecycle. We partner directly with engineering teams to integrate Codex into their workflows — from early experimentation and pilot design through enterprise-scale production rollout — ensuring AI-enhanced developer experiences are reliable, secure, and deeply embedded within customer environments. ABOUT THE ROLE We are seeking an experienced technical leader to manage a team of AI Deployment Engineers responsible for driving successful Codex adoption across strategic customers. In this role, you will lead engineers who work..."}],"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"}]}