{"schema_version":"onlylabs.public_signal.v1","title":"OpenAI Job: TL, Research Inference","description":"OpenAI job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9","json_url":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9/signal.json","generated_at":"2026-06-11T03:52:05.44019+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/9ff787af-b4a6-4f44-a697-761549e46dc9","signal_json":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9/signal.json","source":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","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 TL, Research Inference (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Foundations · location San Francisco · Routine job posting at OpenAI. 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/50aab80a-fa60-4fcc-882d-18ea76db5f11","source_host":"jobs.ashbyhq.com","occurred_at":"2026-03-19T19:51:01.454+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":"Foundations","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting at OpenAI","source":"signal"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched term","value":"inference","source":"radar"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/50aab80a-fa60-4fcc-882d-18ea76db5f11"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:52:05.44019+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":["inference"],"score":15,"reason":"OpenAI has a job signal matching infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9/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/9ff787af-b4a6-4f44-a697-761549e46dc9/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","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 \"TL, Research Inference\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"OpenAI","predicate":"opened","object":"role TL, Research Inference","text":"OpenAI opened role TL, Research Inference."},{"subject":"TL, Research Inference","predicate":"is classified as","object":"job signal","text":"TL, Research Inference is classified as job signal."},{"subject":"TL, Research Inference","predicate":"belongs to","object":"hiring desk","text":"TL, Research Inference belongs to hiring desk."},{"subject":"TL, Research Inference","predicate":"has context","object":"San Francisco","text":"TL, Research Inference has context San Francisco."},{"subject":"TL, Research Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"TL, Research Inference has evidence coverage 1 captured evidence page."},{"subject":"TL, Research Inference","predicate":"matches data-business lanes","object":"Infrastructure","text":"TL, Research Inference matches data-business lanes Infrastructure."},{"subject":"TL, Research Inference","predicate":"has captured page count","object":"1","text":"TL, Research Inference has captured page count 1."},{"subject":"TL, Research Inference","predicate":"has readable page count","object":"1","text":"TL, Research Inference has readable page count 1."},{"subject":"TL, Research Inference","predicate":"has related signal count","object":"6","text":"TL, Research Inference has related signal count 6."},{"subject":"TL, Research Inference","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":"TL, Research Inference has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"TL, Research Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"TL, Research Inference has source host jobs.ashbyhq.com."},{"subject":"TL, Research Inference","predicate":"has lab","object":"OpenAI","text":"TL, Research Inference has lab OpenAI."},{"subject":"TL, Research Inference","predicate":"has signal desk","object":"hiring","text":"TL, Research Inference has signal desk hiring."},{"subject":"TL, Research Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"TL, Research Inference has source host jobs.ashbyhq.com."},{"subject":"TL, Research Inference","predicate":"has team","object":"Foundations","text":"TL, Research Inference has team Foundations."},{"subject":"TL, Research Inference","predicate":"has location","object":"San Francisco","text":"TL, Research Inference has location San Francisco."},{"subject":"TL, Research Inference","predicate":"has ats","object":"ashby","text":"TL, Research Inference has ats ashby."},{"subject":"TL, Research Inference","predicate":"has notability","object":"Routine job posting at OpenAI","text":"TL, Research Inference has notability Routine job posting at OpenAI."},{"subject":"TL, Research Inference","predicate":"has radar lane","object":"Infrastructure","text":"TL, Research Inference has radar lane Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"OpenAI opened TL, Research Inference (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Foundations · location San Francisco · Routine job posting at OpenAI. 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 TL, Research Inference","text":"OpenAI opened role TL, Research Inference."},{"subject":"TL, Research Inference","predicate":"is classified as","object":"job signal","text":"TL, Research Inference is classified as job signal."},{"subject":"TL, Research Inference","predicate":"belongs to","object":"hiring desk","text":"TL, Research Inference belongs to hiring desk."},{"subject":"TL, Research Inference","predicate":"has context","object":"San Francisco","text":"TL, Research Inference has context San Francisco."},{"subject":"TL, Research Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"TL, Research Inference has evidence coverage 1 captured evidence page."},{"subject":"TL, Research Inference","predicate":"matches data-business lanes","object":"Infrastructure","text":"TL, Research Inference matches data-business lanes Infrastructure."}]},"signal":{"id":"9ff787af-b4a6-4f44-a697-761549e46dc9","url":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9","json_url":"https://onlylabs.fyi/signals/9ff787af-b4a6-4f44-a697-761549e46dc9/signal.json","source_url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","title":"TL, Research Inference","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":"2026-03-19T19:51:01.454+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/50aab80a-fa60-4fcc-882d-18ea76db5f11"]},"facets":{"location":"San Francisco","team":"Foundations","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":15,"matched_terms":["inference"],"reason":"OpenAI has a job signal matching infrastructure."}},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","final_url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","title":"TL, Research Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:52:05.44019+00:00","bytes":15340,"raw_path":"2b366bd392622ed496731454944a5049d2140104deb71b109eb2ef7ee841c8b3.json","content_hash":"41ff18e5db9ab93fadb7a54264d8a181114d11823dee14ecaa8ad93936077891","excerpt_chars":1200,"truncated":true,"excerpt":"TL, Research Inference Team: Foundations Location: San Francisco Employment type: FullTime Published: 2026-03-19T19:51:01.454+00:00 ABOUT THE TEAM The Foundations team focuses on how model behavior changes as we scale models, data, and compute. The team studies the interactions between model architecture, optimization, and training data, and uses those insights to guide how new models are designed and trained. ABOUT THE ROLE In this role, you will build the systems that enable advanced AI models to run efficiently at scale. You will operate at the intersection of model research and systems engineering, translating new architectural ideas into high-performance inference systems that surface real tradeoffs in performance, memory, and scalability. Your work will directly influence how models are designed, evaluated, and iterated on across the research organization. By developing and evolving high-performance inference infrastructure, you will enable researchers to explore new ideas with a clear understanding of their computational and systems implications. This is not a product-serving role. Instead, it is a research-enabling systems role focused on performance, correctness, and..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","final_url":"https://jobs.ashbyhq.com/openai/50aab80a-fa60-4fcc-882d-18ea76db5f11","title":"TL, Research Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:52:05.44019+00:00","bytes":15340,"raw_path":"2b366bd392622ed496731454944a5049d2140104deb71b109eb2ef7ee841c8b3.json","content_hash":"41ff18e5db9ab93fadb7a54264d8a181114d11823dee14ecaa8ad93936077891","excerpt_chars":1200,"truncated":true,"excerpt":"TL, Research Inference Team: Foundations Location: San Francisco Employment type: FullTime Published: 2026-03-19T19:51:01.454+00:00 ABOUT THE TEAM The Foundations team focuses on how model behavior changes as we scale models, data, and compute. The team studies the interactions between model architecture, optimization, and training data, and uses those insights to guide how new models are designed and trained. ABOUT THE ROLE In this role, you will build the systems that enable advanced AI models to run efficiently at scale. You will operate at the intersection of model research and systems engineering, translating new architectural ideas into high-performance inference systems that surface real tradeoffs in performance, memory, and scalability. Your work will directly influence how models are designed, evaluated, and iterated on across the research organization. By developing and evolving high-performance inference infrastructure, you will enable researchers to explore new ideas with a clear understanding of their computational and systems implications. This is not a product-serving role. Instead, it is a research-enabling systems role focused on performance, correctness, and..."}],"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"}]}