{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Job: Staff Research Engineer, Model Efficiency","description":"Cohere job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0","json_url":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0/signal.json","generated_at":"2026-06-11T03:48:45.73521+00:00","org":{"slug":"cohere","name":"Cohere","category":"frontier-lab","category_label":"Frontier lab","dossier_url":"https://onlylabs.fyi/labs/cohere","dossier_json_url":"https://onlylabs.fyi/labs/cohere/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0","signal_json":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0/signal.json","source":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","lab_dossier":"https://onlylabs.fyi/labs/cohere","lab_dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis":"https://onlylabs.fyi/analysis/cohere","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":null},"answer_pack":{"answer":"Cohere opened Staff Research Engineer, Model Efficiency (New York). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Modeling · location New York · Routine job posting, low traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","source_host":"jobs.ashbyhq.com","occurred_at":"2025-11-07T23:27:54.368+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"source","context":"New York"},"context_markers":[{"label":"Lab","value":"Cohere","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Modeling","source":"signal"},{"label":"Location","value":"New York","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, low traction","source":"signal"},{"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/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:48:45.73521+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0/signal.json","dossier_json":"https://onlylabs.fyi/labs/cohere/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cohere/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cohere/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":null,"opportunities_json":null},"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?","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/9993cefd-86ab-4ad5-a5d8-210d432ddbe0/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cohere/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cohere/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json","required":false},{"label":"data_radar_json","url":null,"required":false}],"expected_output":["one-paragraph source-grounded interpretation","category-specific 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 Cohere's job signal \"Staff Research Engineer, Model Efficiency\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Staff Research Engineer, Model Efficiency","text":"Cohere opened role Staff Research Engineer, Model Efficiency."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"is classified as","object":"job signal","text":"Staff Research Engineer, Model Efficiency is classified as job signal."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"belongs to","object":"hiring desk","text":"Staff Research Engineer, Model Efficiency belongs to hiring desk."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has context","object":"New York","text":"Staff Research Engineer, Model Efficiency has context New York."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Research Engineer, Model Efficiency has evidence coverage 1 captured evidence page."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has captured page count","object":"1","text":"Staff Research Engineer, Model Efficiency has captured page count 1."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has readable page count","object":"1","text":"Staff Research Engineer, Model Efficiency has readable page count 1."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has related signal count","object":"6","text":"Staff Research Engineer, Model Efficiency has related signal count 6."},{"subject":"Staff Research Engineer, Model Efficiency","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":"Staff Research Engineer, Model Efficiency has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Research Engineer, Model Efficiency has source host jobs.ashbyhq.com."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has lab","object":"Cohere","text":"Staff Research Engineer, Model Efficiency has lab Cohere."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has signal desk","object":"hiring","text":"Staff Research Engineer, Model Efficiency has signal desk hiring."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Staff Research Engineer, Model Efficiency has source host jobs.ashbyhq.com."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has team","object":"Modeling","text":"Staff Research Engineer, Model Efficiency has team Modeling."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has location","object":"New York","text":"Staff Research Engineer, Model Efficiency has location New York."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has ats","object":"ashby","text":"Staff Research Engineer, Model Efficiency has ats ashby."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has notability","object":"Routine job posting, low traction","text":"Staff Research Engineer, Model Efficiency has notability Routine job posting, low traction."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has watch term","object":"Infrastructure","text":"Staff Research Engineer, Model Efficiency has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Cohere opened Staff Research Engineer, Model Efficiency (New York). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Modeling · location New York · Routine job posting, low traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Staff Research Engineer, Model Efficiency","text":"Cohere opened role Staff Research Engineer, Model Efficiency."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"is classified as","object":"job signal","text":"Staff Research Engineer, Model Efficiency is classified as job signal."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"belongs to","object":"hiring desk","text":"Staff Research Engineer, Model Efficiency belongs to hiring desk."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has context","object":"New York","text":"Staff Research Engineer, Model Efficiency has context New York."},{"subject":"Staff Research Engineer, Model Efficiency","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Research Engineer, Model Efficiency has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9993cefd-86ab-4ad5-a5d8-210d432ddbe0","url":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0","json_url":"https://onlylabs.fyi/signals/9993cefd-86ab-4ad5-a5d8-210d432ddbe0/signal.json","source_url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","title":"Staff Research Engineer, Model Efficiency","summary":"Cohere opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-11-07T23:27:54.368+00:00","first_seen_at":"2026-06-05T05:42:59.256445+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/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc"]},"facets":{"location":"New York","team":"Modeling","ats":"ashby"},"traction":{"github_stars":null,"hn_points":null,"hn_comments":null,"hn_story_id":null,"hf_downloads":null,"hf_likes":null},"data_radar":null},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","final_url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","title":"Staff Research Engineer, Model Efficiency","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:45.73521+00:00","bytes":13439,"raw_path":"d41df54b7dea0786b7fd8dcdb920c3d96f0fea6037f644c0eec5b9cd2dfa3f86.json","content_hash":"66668e4a00ad52aa96aa428977c6956fdb24b99a321b64c0697c3aa0e4fd3863","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Research Engineer, Model Efficiency Team: Modeling Location: New York Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-11-07T23:27:54.368+00:00 Who are we? Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems. We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that. We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft. We are a global technology company co-headquartered in Toronto and San Francisco, with key offices in London, New York City, Montreal, Seoul, Germany and Paris. Join us! Why this role? Large Language Models (LLMs) continue to push the boundaries of what AI systems can do — but inference is still the bottleneck. The Model..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","final_url":"https://jobs.ashbyhq.com/cohere/c80f0fe9-3fc4-49fe-9f26-a7115350b1fc","title":"Staff Research Engineer, Model Efficiency","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:45.73521+00:00","bytes":13439,"raw_path":"d41df54b7dea0786b7fd8dcdb920c3d96f0fea6037f644c0eec5b9cd2dfa3f86.json","content_hash":"66668e4a00ad52aa96aa428977c6956fdb24b99a321b64c0697c3aa0e4fd3863","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Research Engineer, Model Efficiency Team: Modeling Location: New York Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-11-07T23:27:54.368+00:00 Who are we? Cohere is the leading security-first enterprise AI company. We build cutting-edge foundation AI models and end-to-end products that are designed to solve real-world business problems. We’re training and deploying frontier models for enterprises who are building AI systems. We believe that our work is instrumental to the widespread adoption of AI and we are looking for folks that want to be part of that. We obsess over what we build. Each one of us is responsible for contributing to increasing the capabilities of our models and the value they drive for our customers. Cohere is a team of researchers, engineers, designers, and more, who are all passionate about their craft. We are a global technology company co-headquartered in Toronto and San Francisco, with key offices in London, New York City, Montreal, Seoul, Germany and Paris. Join us! Why this role? Large Language Models (LLMs) continue to push the boundaries of what AI systems can do — but inference is still the bottleneck. The Model..."}],"related_signals":[{"id":"b56d6558-8618-4656-9680-3ad855fffd48","url":"https://onlylabs.fyi/signals/b56d6558-8618-4656-9680-3ad855fffd48","source_url":"https://jobs.ashbyhq.com/cohere/6a6120d5-5e02-4811-99d9-6baf0b910e37","title":"Engineering Manager, FDE Infrastructure (Middle East)","context":"Middle East","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-11T00:41:14.273+00:00","first_seen_at":"2026-06-11T07:01:06.561211+00:00","date_source":"ashby.publishedAt"},{"id":"0008f4b6-1bf8-4cb4-9f5b-1e847182c3f0","url":"https://onlylabs.fyi/signals/0008f4b6-1bf8-4cb4-9f5b-1e847182c3f0","source_url":"https://jobs.ashbyhq.com/cohere/3720db65-ccca-439e-876a-877b9e2e6071","title":"Senior Account Executive - Life Sciences","context":"Boston","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-10T19:25:45.048+00:00","first_seen_at":"2026-06-11T07:01:06.561211+00:00","date_source":"ashby.publishedAt"},{"id":"d59c8025-6b4a-4f3a-8114-1603c1b728a0","url":"https://onlylabs.fyi/signals/d59c8025-6b4a-4f3a-8114-1603c1b728a0","source_url":"https://jobs.ashbyhq.com/cohere/8a28e25a-6d8c-403a-8c9a-5155cbe0ce97","title":"HR Business Partner","context":"London","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-10T18:05:09.679+00:00","first_seen_at":"2026-06-11T07:01:06.561211+00:00","date_source":"ashby.publishedAt"},{"id":"cfc5b258-b8f6-4f92-8a3e-6f9757520555","url":"https://onlylabs.fyi/signals/cfc5b258-b8f6-4f92-8a3e-6f9757520555","source_url":"https://jobs.ashbyhq.com/cohere/38f75a48-199c-4325-a7f8-2af6ed6a1b3b","title":"Forward Deployed Engineer, Infrastructure Specialist","context":"Tokyo","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-09T09:25:24.232+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"ashby.publishedAt"},{"id":"f77eb917-f9df-4bc5-8bdd-6f17344000fa","url":"https://onlylabs.fyi/signals/f77eb917-f9df-4bc5-8bdd-6f17344000fa","source_url":"https://jobs.ashbyhq.com/cohere/5da3f94e-efac-43d8-ae1f-8b4a92d48d87","title":"Senior HR Business Partner","context":"New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-08T18:39:28.465+00:00","first_seen_at":"2026-06-09T07:00:07.480594+00:00","date_source":"ashby.publishedAt"},{"id":"06273ce9-1e8b-4678-90ce-9de4bf818f75","url":"https://onlylabs.fyi/signals/06273ce9-1e8b-4678-90ce-9de4bf818f75","source_url":"https://jobs.ashbyhq.com/cohere/67c4c05a-f7ab-48dc-a779-af835e2d36f1","title":"Solutions Architect","context":"Saudi Arabia","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-06-02T13:11:34.409+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"ashby.publishedAt"}]}