{"schema_version":"onlylabs.public_signal.v1","title":"Nous Research Job: Full Time Machine Learning Engineer, Evals","description":"Nous Research job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32","json_url":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32/signal.json","generated_at":"2026-09-10T06:11:01.345Z","evidence_latest_fetched_at":"2026-06-10T09:22:05.796+00:00","signal_first_seen_at":"2026-08-28T07:11:02.66998+00:00","org":{"slug":"nous","name":"Nous Research","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/nous","dossier_json_url":"https://onlylabs.fyi/labs/nous/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32","signal_json":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32/signal.json","source":"https://nousresearch.com/careers","lab_dossier":"https://onlylabs.fyi/labs/nous","lab_dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis":"https://onlylabs.fyi/analysis/nous","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Nous Research opened Full Time Machine Learning Engineer, Evals. 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Powerful AI should be in the hands of the many.... onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://nousresearch.com/careers","source_host":"nousresearch.com","occurred_at":null,"first_seen_at":"2026-08-28T07:11:02.66998+00:00","date_source":"missing","context":null},"context_markers":[{"label":"Lab","value":"Nous Research","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"nousresearch.com","source":"source"},{"label":"ATS","value":"agent","source":"source"},{"label":"Notability","value":"Routine job opening, not a model release or research post","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Agents and tool use","source":"evidence"}],"evidence_coverage":{"target_pages":1,"captured_pages":1,"readable_pages":1,"capture_methods":["exa"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://nousresearch.com/careers"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-10T09:22:05.796+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32/signal.json","dossier_json":"https://onlylabs.fyi/labs/nous/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/nous/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/nous/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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","evidence_url"],"data_business_relevance":"Data-business lane extraction is scoped to frontier labs; for this category, keep conclusions tied to category-specific strategy, source evidence, and follow-up questions.","required_sources":[{"label":"signal_json","url":"https://onlylabs.fyi/signals/a0b2abaf-24d2-4f31-83cd-c7402bb8be32/signal.json","required":true},{"label":"source","url":"https://nousresearch.com/careers","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/nous/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/nous/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","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 Nous Research's job signal \"Full Time Machine Learning Engineer, Evals\" for neolab strategy."},"semantic_triples":[{"subject":"Nous Research","predicate":"opened","object":"role Full Time Machine Learning Engineer, Evals","text":"Nous Research opened role Full Time Machine Learning Engineer, Evals."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"is classified as","object":"job signal","text":"Full Time Machine Learning Engineer, Evals is classified as job signal."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"belongs to","object":"hiring desk","text":"Full Time Machine Learning Engineer, Evals belongs to hiring desk."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Full Time Machine Learning Engineer, Evals has evidence coverage 1 captured evidence page."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has captured page count","object":"1","text":"Full Time Machine Learning Engineer, Evals has captured page count 1."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has readable page count","object":"1","text":"Full Time Machine Learning Engineer, Evals has readable page count 1."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has related signal count","object":"6","text":"Full Time Machine Learning Engineer, Evals has related signal count 6."},{"subject":"Full Time Machine Learning Engineer, Evals","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":"Full Time Machine Learning Engineer, Evals has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has source host","object":"nousresearch.com","text":"Full Time Machine Learning Engineer, Evals has source host nousresearch.com."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has lab","object":"Nous Research","text":"Full Time Machine Learning Engineer, Evals has lab Nous Research."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has signal desk","object":"hiring","text":"Full Time Machine Learning Engineer, Evals has signal desk hiring."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has source host","object":"nousresearch.com","text":"Full Time Machine Learning Engineer, Evals has source host nousresearch.com."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has ats","object":"agent","text":"Full Time Machine Learning Engineer, Evals has ats agent."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has notability","object":"Routine job opening, not a model release or research post","text":"Full Time Machine Learning Engineer, Evals has notability Routine job opening, not a model release or research post."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has watch term","object":"Eval methodology","text":"Full Time Machine Learning Engineer, Evals has watch term Eval methodology."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has watch term","object":"Infrastructure","text":"Full Time Machine Learning Engineer, Evals has watch term Infrastructure."},{"subject":"Full Time Machine Learning Engineer, Evals","predicate":"has watch term","object":"Agents and tool use","text":"Full Time Machine Learning Engineer, Evals has watch term Agents and tool use."}]},"intelligence":{"signal_desk":"hiring","answer":"Nous Research opened Full Time Machine Learning Engineer, Evals. This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: Routine job opening, not a model release or research post · Careers - NOUS RESEARCH Menu CAREERS OUR MISSION is to create and democratize access to the world's best intelligence. 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