{"schema_version":"onlylabs.public_signal.v1","title":"Cohere Job: Member of Technical Staff, Pre-Training Data","description":"Cohere job signal with public source context, captured evidence pages, related signals, and data-business radar classification.","url":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b","json_url":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b/signal.json","generated_at":"2026-06-11T03:48:46.782249+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/8892fd58-66a6-46c0-b4b7-c4c53c9f012b","signal_json":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b/signal.json","source":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","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":{"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":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data","json_url":"https://onlylabs.fyi/data-radar/data/signals.json"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure","json_url":"https://onlylabs.fyi/data-radar/infrastructure/signals.json"}]}},"answer_pack":{"answer":"Cohere opened Member of Technical Staff, Pre-Training Data (Toronto). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Modeling · location Toronto · Routine job posting at notable AI lab.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand, Infrastructure in the data-business radar.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","source_host":"jobs.ashbyhq.com","occurred_at":"2025-06-25T11:34:46.521+00:00","first_seen_at":"2026-06-05T05:42:59.256445+00:00","date_source":"source","context":"Toronto"},"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":"Toronto","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting at notable AI lab.","source":"signal"},{"label":"Radar lane","value":"Data demand","source":"radar"},{"label":"Radar lane","value":"Infrastructure","source":"radar"},{"label":"Matched 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infrastructure."},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b/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":"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: Data demand, 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 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Data\" for frontier lab strategy and data-business implications."},"semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Member of Technical Staff, Pre-Training Data","text":"Cohere opened role Member of Technical Staff, Pre-Training Data."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"is classified as","object":"job signal","text":"Member of Technical Staff, Pre-Training Data is classified as job signal."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"belongs to","object":"hiring desk","text":"Member of Technical Staff, Pre-Training Data belongs to hiring desk."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has context","object":"Toronto","text":"Member of Technical Staff, Pre-Training Data has context Toronto."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Member of Technical Staff, Pre-Training Data has evidence coverage 1 captured evidence page."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"Member of Technical Staff, Pre-Training Data matches data-business lanes Data demand, Infrastructure."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has captured page count","object":"1","text":"Member of Technical Staff, Pre-Training Data has captured page count 1."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has readable page count","object":"1","text":"Member of Technical Staff, Pre-Training Data has readable page count 1."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has related signal count","object":"6","text":"Member of Technical Staff, Pre-Training Data has related signal count 6."},{"subject":"Member of Technical Staff, Pre-Training Data","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, Pre-Training Data 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, Pre-Training Data","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Member of Technical Staff, Pre-Training Data has source host jobs.ashbyhq.com."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has lab","object":"Cohere","text":"Member of Technical Staff, Pre-Training Data has lab Cohere."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has signal desk","object":"hiring","text":"Member of Technical Staff, Pre-Training Data has signal desk hiring."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has 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lane","object":"Data demand","text":"Member of Technical Staff, Pre-Training Data has radar lane Data demand."}]},"intelligence":{"signal_desk":"hiring","answer":"Cohere opened Member of Technical Staff, Pre-Training Data (Toronto). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Modeling · location Toronto · Routine job posting at notable AI lab.. onlylabs links this event to 1 captured evidence page and 6 related job signals. It also maps to Data demand, Infrastructure in the data-business radar.","semantic_triples":[{"subject":"Cohere","predicate":"opened","object":"role Member of Technical Staff, Pre-Training Data","text":"Cohere opened role Member of Technical Staff, Pre-Training Data."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"is classified as","object":"job signal","text":"Member of Technical Staff, Pre-Training Data is classified as job signal."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"belongs to","object":"hiring desk","text":"Member of Technical Staff, Pre-Training Data belongs to hiring desk."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has context","object":"Toronto","text":"Member of Technical Staff, Pre-Training Data has context Toronto."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Member of Technical Staff, Pre-Training Data has evidence coverage 1 captured evidence page."},{"subject":"Member of Technical Staff, Pre-Training Data","predicate":"matches data-business lanes","object":"Data demand, Infrastructure","text":"Member of Technical Staff, Pre-Training Data matches data-business lanes Data demand, Infrastructure."}]},"signal":{"id":"8892fd58-66a6-46c0-b4b7-c4c53c9f012b","url":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b","json_url":"https://onlylabs.fyi/signals/8892fd58-66a6-46c0-b4b7-c4c53c9f012b/signal.json","source_url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","title":"Member of Technical Staff, Pre-Training Data","summary":"Cohere opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Toronto","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cohere","name":"Cohere","category":"frontier-lab"},"occurred_at":"2025-06-25T11:34:46.521+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/859e2e47-02fb-4afe-bb8a-e83bf4d8c265"]},"facets":{"location":"Toronto","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":{"lanes":[{"key":"data","label":"Data demand","url":"https://onlylabs.fyi/data-radar/data"},{"key":"infrastructure","label":"Infrastructure","url":"https://onlylabs.fyi/data-radar/infrastructure"}],"score":27,"matched_terms":["data","training"],"reason":"Cohere has a job signal matching data demand, infrastructure."}},"primary_evidence_page":{"url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","final_url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","title":"Member of Technical Staff, Pre-Training Data","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:46.782249+00:00","bytes":15478,"raw_path":"ac4434a9c77b9560057da9611d889122d1df51892ac1770705d1039364217834.json","content_hash":"36c3627ef8685b6a7e7642f49df26fdf3635f9138a063ef7e7dda288d84f5284","excerpt_chars":1200,"truncated":true,"excerpt":"Member of Technical Staff, Pre-Training Data Team: Modeling Location: Toronto Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-06-25T11:34:46.521+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? As a Machine Learning Engineer specializing in pretraining data, you will play a pivotal role in developing the data pipeline that underpins..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","final_url":"https://jobs.ashbyhq.com/cohere/859e2e47-02fb-4afe-bb8a-e83bf4d8c265","title":"Member of Technical Staff, Pre-Training Data","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:48:46.782249+00:00","bytes":15478,"raw_path":"ac4434a9c77b9560057da9611d889122d1df51892ac1770705d1039364217834.json","content_hash":"36c3627ef8685b6a7e7642f49df26fdf3635f9138a063ef7e7dda288d84f5284","excerpt_chars":1200,"truncated":true,"excerpt":"Member of Technical Staff, Pre-Training Data Team: Modeling Location: Toronto Employment type: FullTime Workplace type: Remote Remote: yes Published: 2025-06-25T11:34:46.521+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? As a Machine Learning Engineer specializing in pretraining data, you will play a pivotal role in developing the data pipeline that underpins..."}],"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"}]}