{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Job: Member of Technical Staff, 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/f628888b-2244-4502-97be-1bd3a13bc543","json_url":"https://onlylabs.fyi/signals/f628888b-2244-4502-97be-1bd3a13bc543/signal.json","generated_at":"2026-06-11T03:48:45.808927+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/f628888b-2244-4502-97be-1bd3a13bc543","signal_json":"https://onlylabs.fyi/signals/f628888b-2244-4502-97be-1bd3a13bc543/signal.json","source":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","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 Member of Technical Staff, 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 · Job posting at notable AI lab.. 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/2a989030-6d14-4924-88c1-d878911e26fa","source_host":"jobs.ashbyhq.com","occurred_at":"2025-11-07T23:19:41.712+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":"Job posting at notable AI lab.","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/2a989030-6d14-4924-88c1-d878911e26fa"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:48:45.808927+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f628888b-2244-4502-97be-1bd3a13bc543/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/f628888b-2244-4502-97be-1bd3a13bc543/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","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 \"Member of Technical Staff, Model Efficiency\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Member of Technical Staff, Model Efficiency","text":"Cohere opened role Member of Technical Staff, Model Efficiency."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"is classified as","object":"job signal","text":"Member of Technical Staff, Model Efficiency is classified as job signal."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"belongs to","object":"hiring desk","text":"Member of Technical Staff, Model Efficiency belongs to hiring desk."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has context","object":"New York","text":"Member of Technical Staff, Model Efficiency has context New York."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Member of Technical Staff, Model Efficiency has evidence coverage 1 captured evidence page."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has captured page count","object":"1","text":"Member of Technical Staff, Model Efficiency has captured page count 1."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has readable page count","object":"1","text":"Member of Technical Staff, Model Efficiency has readable page count 1."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has related signal count","object":"6","text":"Member of Technical Staff, Model Efficiency has related signal count 6."},{"subject":"Member of Technical Staff, 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":"Member of Technical Staff, 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":"Member of Technical Staff, Model Efficiency","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Member of Technical Staff, Model Efficiency has source host jobs.ashbyhq.com."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has lab","object":"Cohere","text":"Member of Technical Staff, Model Efficiency has lab Cohere."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has signal desk","object":"hiring","text":"Member of Technical Staff, Model Efficiency has signal desk hiring."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Member of Technical Staff, Model Efficiency has source host jobs.ashbyhq.com."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has team","object":"Modeling","text":"Member of Technical Staff, Model Efficiency has team Modeling."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has location","object":"New York","text":"Member of Technical Staff, Model Efficiency has location New York."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has ats","object":"ashby","text":"Member of Technical Staff, Model Efficiency has ats ashby."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has notability","object":"Job posting at notable AI lab.","text":"Member of Technical Staff, Model Efficiency has notability Job posting at notable AI lab.."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has watch term","object":"Infrastructure","text":"Member of Technical Staff, Model Efficiency has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Cohere opened Member of Technical Staff, 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 · Job posting at notable AI lab.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Member of Technical Staff, Model Efficiency","text":"Cohere opened role Member of Technical Staff, Model Efficiency."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"is classified as","object":"job signal","text":"Member of Technical Staff, Model Efficiency is classified as job signal."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"belongs to","object":"hiring desk","text":"Member of Technical Staff, Model Efficiency belongs to hiring desk."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has context","object":"New York","text":"Member of Technical Staff, Model Efficiency has context New York."},{"subject":"Member of Technical Staff, Model Efficiency","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Member of Technical Staff, Model Efficiency has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f628888b-2244-4502-97be-1bd3a13bc543","url":"https://onlylabs.fyi/signals/f628888b-2244-4502-97be-1bd3a13bc543","json_url":"https://onlylabs.fyi/signals/f628888b-2244-4502-97be-1bd3a13bc543/signal.json","source_url":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","title":"Member of Technical Staff, 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":"2025-11-07T23:19:41.712+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/2a989030-6d14-4924-88c1-d878911e26fa"]},"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/2a989030-6d14-4924-88c1-d878911e26fa","final_url":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","title":"Member of Technical Staff, Model Efficiency","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:45.808927+00:00","bytes":14378,"raw_path":"249599cc7c92d642c0223e0570f71ac1be26be77dd95e14b677c88b3e26de7d3.json","content_hash":"5da7a6bad442e7fd2ee15a88fc7b3e5917cddfd731a989f27eee2e780bd299f6","excerpt_chars":1200,"truncated":true,"excerpt":"Member of Technical Staff, Model Efficiency Team: Modeling Location: New York Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-11-07T23:19:41.712+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? Our team is a fast-growing group of researchers and engineers focused on building reliable ML systems and pushing the boundaries of LLM..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","final_url":"https://jobs.ashbyhq.com/cohere/2a989030-6d14-4924-88c1-d878911e26fa","title":"Member of Technical Staff, Model Efficiency","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:45.808927+00:00","bytes":14378,"raw_path":"249599cc7c92d642c0223e0570f71ac1be26be77dd95e14b677c88b3e26de7d3.json","content_hash":"5da7a6bad442e7fd2ee15a88fc7b3e5917cddfd731a989f27eee2e780bd299f6","excerpt_chars":1200,"truncated":true,"excerpt":"Member of Technical Staff, Model Efficiency Team: Modeling Location: New York Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-11-07T23:19:41.712+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? Our team is a fast-growing group of researchers and engineers focused on building reliable ML systems and pushing the boundaries of LLM..."}],"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"}]}