{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Job: Software Engineer - Applied ML - UK Public Sector","description":"Cohere job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56","json_url":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56/signal.json","generated_at":"2026-06-11T03:48:44.400743+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/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56","signal_json":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56/signal.json","source":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","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 Software Engineer - Applied ML - UK Public Sector (London). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Applied-ML · location London · Routine job posting at a 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/df93ec57-d51e-4466-93be-4878c5fda4da","source_host":"jobs.ashbyhq.com","occurred_at":"2026-01-13T18:20:26.738+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"ashby.publishedAt","context":"London"},"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":"Applied-ML","source":"signal"},{"label":"Location","value":"London","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting at a notable AI lab","source":"signal"},{"label":"Watch term","value":"Data pipeline","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/cohere/df93ec57-d51e-4466-93be-4878c5fda4da"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:48:44.400743+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56/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/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","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 \"Software Engineer - Applied ML - UK Public Sector\" for frontier lab strategy."},"semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Software Engineer - Applied ML - UK Public Sector","text":"Cohere opened role Software Engineer - Applied ML - UK Public Sector."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"is classified as","object":"job signal","text":"Software Engineer - Applied ML - UK Public Sector is classified as job signal."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"belongs to","object":"hiring desk","text":"Software Engineer - Applied ML - UK Public Sector belongs to hiring desk."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has context","object":"London","text":"Software Engineer - Applied ML - UK Public Sector has context London."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer - Applied ML - UK Public Sector has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has captured page count","object":"1","text":"Software Engineer - Applied ML - UK Public Sector has captured page count 1."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has readable page count","object":"1","text":"Software Engineer - Applied ML - UK Public Sector has readable page count 1."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has related signal count","object":"6","text":"Software Engineer - Applied ML - UK Public Sector has related signal count 6."},{"subject":"Software Engineer - Applied ML - UK Public Sector","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":"Software Engineer - Applied ML - UK Public Sector has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer - Applied ML - UK Public Sector has source host jobs.ashbyhq.com."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has lab","object":"Cohere","text":"Software Engineer - Applied ML - UK Public Sector has lab Cohere."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has signal desk","object":"hiring","text":"Software Engineer - Applied ML - UK Public Sector has signal desk hiring."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer - Applied ML - UK Public Sector has source host jobs.ashbyhq.com."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has team","object":"Applied-ML","text":"Software Engineer - Applied ML - UK Public Sector has team Applied-ML."},{"subject":"Software Engineer - Applied ML - 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This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Applied-ML · location London · Routine job posting at a 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 Software Engineer - Applied ML - UK Public Sector","text":"Cohere opened role Software Engineer - Applied ML - UK Public Sector."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"is classified as","object":"job signal","text":"Software Engineer - Applied ML - UK Public Sector is classified as job signal."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"belongs to","object":"hiring desk","text":"Software Engineer - Applied ML - UK Public Sector belongs to hiring desk."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has context","object":"London","text":"Software Engineer - Applied ML - UK Public Sector has context London."},{"subject":"Software Engineer - Applied ML - UK Public Sector","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer - Applied ML - UK Public Sector has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5473a85b-e2ba-4d6b-91b4-2e6ef7689e56","url":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56","json_url":"https://onlylabs.fyi/signals/5473a85b-e2ba-4d6b-91b4-2e6ef7689e56/signal.json","source_url":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","title":"Software Engineer - Applied ML - UK Public Sector","summary":"Cohere opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"London","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2026-01-13T18:20:26.738+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"ashby.publishedAt","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/df93ec57-d51e-4466-93be-4878c5fda4da"]},"facets":{"location":"London","team":"Applied-ML","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/df93ec57-d51e-4466-93be-4878c5fda4da","final_url":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","title":"Software Engineer - Applied ML - UK Public Sector","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:44.400743+00:00","bytes":15409,"raw_path":"ab5081acf0ce55690ecacae857b56908b25aeac9e3ec6f240a6c0e91bba0f1fe.json","content_hash":"ca871a0daa5dbf7762ba9fbb965ddec19be2515b3ca961cc44210548aa06931b","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer - Applied ML - UK Public Sector Team: Applied-ML Location: London Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-01-13T18:20:26.738+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! About the Company: Cohere’s team partners with UK public sector organisations to unlock transformative value through secure, ethical deployment of..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","final_url":"https://jobs.ashbyhq.com/cohere/df93ec57-d51e-4466-93be-4878c5fda4da","title":"Software Engineer - Applied ML - UK Public Sector","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:44.400743+00:00","bytes":15409,"raw_path":"ab5081acf0ce55690ecacae857b56908b25aeac9e3ec6f240a6c0e91bba0f1fe.json","content_hash":"ca871a0daa5dbf7762ba9fbb965ddec19be2515b3ca961cc44210548aa06931b","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer - Applied ML - UK Public Sector Team: Applied-ML Location: London Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-01-13T18:20:26.738+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! About the Company: Cohere’s team partners with UK public sector organisations to unlock transformative value through secure, ethical deployment of..."}],"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"}]}