{"schema_version":"onlylabs.public_signal.v1","title":"Cerebras Job: ML Software Tool Development Engineer","description":"Cerebras job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340","json_url":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340/signal.json","generated_at":"2026-06-11T04:13:49.483433+00:00","org":{"slug":"cerebras","name":"Cerebras","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/cerebras","dossier_json_url":"https://onlylabs.fyi/labs/cerebras/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340","signal_json":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340/signal.json","source":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","lab_dossier":"https://onlylabs.fyi/labs/cerebras","lab_dossier_json":"https://onlylabs.fyi/labs/cerebras/dossier.json","analysis":"https://onlylabs.fyi/analysis/cerebras","analysis_json":"https://onlylabs.fyi/analysis/cerebras/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cerebras/evidence.json","category":"https://onlylabs.fyi/neoclouds","category_json":"https://onlylabs.fyi/neoclouds.json","category_feed":"https://onlylabs.fyi/neoclouds/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neocloud","data_business":null},"answer_pack":{"answer":"Cerebras opened ML Software Tool Development Engineer (Sunnyvale CA or Toronto Canada). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Sunnyvale CA or Toronto Canada · Routine job opening at Cerebras.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","source_host":"job-boards.greenhouse.io","occurred_at":"2026-06-03T01:46:11+00:00","first_seen_at":"2026-06-05T22:32:08.213277+00:00","date_source":"greenhouse.updated_at","context":"Sunnyvale CA or Toronto Canada"},"context_markers":[{"label":"Lab","value":"Cerebras","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"job-boards.greenhouse.io","source":"source"},{"label":"Location","value":"Sunnyvale CA or Toronto Canada","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job opening at Cerebras.","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Infrastructure","source":"evidence"},{"label":"Watch term","value":"Safety and alignment","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":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:13:49.483433+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340/signal.json","dossier_json":"https://onlylabs.fyi/labs/cerebras/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/cerebras/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/cerebras/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neocloud","category_signals_json":"https://onlylabs.fyi/signals.json?category=neocloud","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/93102016-02a1-4e75-a2bc-e46f3d982340/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/cerebras/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/cerebras/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neocloud","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 Cerebras's job signal \"ML Software Tool Development Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role ML Software Tool Development Engineer","text":"Cerebras opened role ML Software Tool Development Engineer."},{"subject":"ML Software Tool Development Engineer","predicate":"is classified as","object":"job signal","text":"ML Software Tool Development Engineer is classified as job signal."},{"subject":"ML Software Tool Development Engineer","predicate":"belongs to","object":"hiring desk","text":"ML Software Tool Development Engineer belongs to hiring desk."},{"subject":"ML Software Tool Development Engineer","predicate":"has context","object":"Sunnyvale CA or Toronto Canada","text":"ML Software Tool Development Engineer has context Sunnyvale CA or Toronto Canada."},{"subject":"ML Software Tool Development Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ML Software Tool Development Engineer has evidence coverage 1 captured evidence page."},{"subject":"ML Software Tool Development Engineer","predicate":"has captured page count","object":"1","text":"ML Software Tool Development Engineer has captured page count 1."},{"subject":"ML Software Tool Development Engineer","predicate":"has readable page count","object":"1","text":"ML Software Tool Development Engineer has readable page count 1."},{"subject":"ML Software Tool Development Engineer","predicate":"has related signal count","object":"6","text":"ML Software Tool Development Engineer has related signal count 6."},{"subject":"ML Software Tool Development Engineer","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":"ML Software Tool Development Engineer has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"ML Software Tool Development Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"ML Software Tool Development Engineer has source host job-boards.greenhouse.io."},{"subject":"ML Software Tool Development Engineer","predicate":"has lab","object":"Cerebras","text":"ML Software Tool Development Engineer has lab Cerebras."},{"subject":"ML Software Tool Development Engineer","predicate":"has signal desk","object":"hiring","text":"ML Software Tool Development Engineer has signal desk hiring."},{"subject":"ML Software Tool Development Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"ML Software Tool Development Engineer has source host job-boards.greenhouse.io."},{"subject":"ML Software Tool Development Engineer","predicate":"has location","object":"Sunnyvale CA or Toronto Canada","text":"ML Software Tool Development Engineer has location Sunnyvale CA or Toronto Canada."},{"subject":"ML Software Tool Development Engineer","predicate":"has ats","object":"greenhouse","text":"ML Software Tool Development Engineer has ats greenhouse."},{"subject":"ML Software Tool Development Engineer","predicate":"has notability","object":"Routine job opening at Cerebras.","text":"ML Software Tool Development Engineer has notability Routine job opening at Cerebras.."},{"subject":"ML Software Tool Development Engineer","predicate":"has watch term","object":"Eval methodology","text":"ML Software Tool Development Engineer has watch term Eval methodology."},{"subject":"ML Software Tool Development Engineer","predicate":"has watch term","object":"Infrastructure","text":"ML Software Tool Development Engineer has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Cerebras opened ML Software Tool Development Engineer (Sunnyvale CA or Toronto Canada). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Sunnyvale CA or Toronto Canada · Routine job opening at Cerebras.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role ML Software Tool Development Engineer","text":"Cerebras opened role ML Software Tool Development Engineer."},{"subject":"ML Software Tool Development Engineer","predicate":"is classified as","object":"job signal","text":"ML Software Tool Development Engineer is classified as job signal."},{"subject":"ML Software Tool Development Engineer","predicate":"belongs to","object":"hiring desk","text":"ML Software Tool Development Engineer belongs to hiring desk."},{"subject":"ML Software Tool Development Engineer","predicate":"has context","object":"Sunnyvale CA or Toronto Canada","text":"ML Software Tool Development Engineer has context Sunnyvale CA or Toronto Canada."},{"subject":"ML Software Tool Development Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ML Software Tool Development Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"93102016-02a1-4e75-a2bc-e46f3d982340","url":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340","json_url":"https://onlylabs.fyi/signals/93102016-02a1-4e75-a2bc-e46f3d982340/signal.json","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","title":"ML Software Tool Development Engineer","summary":"Cerebras opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Sunnyvale CA or Toronto Canada","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-03T01:46:11+00:00","first_seen_at":"2026-06-05T22:32:08.213277+00:00","date_source":"greenhouse.updated_at","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://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003"]},"facets":{"location":"Sunnyvale CA or Toronto Canada","ats":"greenhouse"},"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://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","title":"ML Software Tool Development Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:49.483433+00:00","bytes":70980,"raw_path":"469c2f7349105ae61aad607ddd1a1b64c90450e96ce1c6eb998f24d2cb5dadce.html","content_hash":"1b96f19b327dadf7493e0220bbcf78bdc2709c2e6e231e4a022b2d2d443de4c3","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for ML Software Tool Development Engineer at Cerebras Systems Back to jobs ML Software Tool Development Engineer Sunnyvale CA or Toronto Canada Apply Cerebras Systems builds the world's largest AI chip, 56 times larger than GPUs. Our novel wafer-scale architecture provides the AI compute power of dozens of GPUs on a single chip, with the programming simplicity of a single device. This approach allows Cerebras to deliver industry-leading training and inference speeds and empowers machine learning users to effortlessly run large-scale ML applications, without the hassle of managing hundreds of GPUs or TPUs. Cerebras' current customers include top model labs, global enterprises, and cutting-edge AI-native startups. OpenAI recently announced a multi-year partnership with Cerebras , to deploy 750 megawatts of scale, transforming key workloads with ultra high-speed inference. Thanks to the groundbreaking wafer-scale architecture, Cerebras Inference offers the fastest Generative AI inference solution in the world, over 10 times faster than GPU-based hyperscale cloud inference services. This order of magnitude increase in speed is transforming the user experience of AI..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7634141003","title":"ML Software Tool Development Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:49.483433+00:00","bytes":70980,"raw_path":"469c2f7349105ae61aad607ddd1a1b64c90450e96ce1c6eb998f24d2cb5dadce.html","content_hash":"1b96f19b327dadf7493e0220bbcf78bdc2709c2e6e231e4a022b2d2d443de4c3","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for ML Software Tool Development Engineer at Cerebras Systems Back to jobs ML Software Tool Development Engineer Sunnyvale CA or Toronto Canada Apply Cerebras Systems builds the world's largest AI chip, 56 times larger than GPUs. Our novel wafer-scale architecture provides the AI compute power of dozens of GPUs on a single chip, with the programming simplicity of a single device. This approach allows Cerebras to deliver industry-leading training and inference speeds and empowers machine learning users to effortlessly run large-scale ML applications, without the hassle of managing hundreds of GPUs or TPUs. Cerebras' current customers include top model labs, global enterprises, and cutting-edge AI-native startups. OpenAI recently announced a multi-year partnership with Cerebras , to deploy 750 megawatts of scale, transforming key workloads with ultra high-speed inference. Thanks to the groundbreaking wafer-scale architecture, Cerebras Inference offers the fastest Generative AI inference solution in the world, over 10 times faster than GPU-based hyperscale cloud inference services. This order of magnitude increase in speed is transforming the user experience of AI..."}],"related_signals":[{"id":"2fcb0767-c8a3-41d1-8716-30806e2c3875","url":"https://onlylabs.fyi/signals/2fcb0767-c8a3-41d1-8716-30806e2c3875","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7655035003","title":"Applied Machine Learning Research Scientist","context":"Sunnyvale CA or Toronto Canada","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-10T20:57:13+00:00","first_seen_at":"2026-06-05T22:32:08.213277+00:00","date_source":"greenhouse.updated_at"},{"id":"9922fd0f-bda3-4e76-aab0-0af69de5dc30","url":"https://onlylabs.fyi/signals/9922fd0f-bda3-4e76-aab0-0af69de5dc30","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7764007003","title":"Physical Design Engineer","context":"Sunnyvale, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-10T15:46:29+00:00","first_seen_at":"2026-06-11T07:00:47.740993+00:00","date_source":"greenhouse.updated_at"},{"id":"137b459d-c025-4948-941f-0a2a2d3d8250","url":"https://onlylabs.fyi/signals/137b459d-c025-4948-941f-0a2a2d3d8250","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6585289003","title":"Product Manager, Strategic Verticals ","context":"San Francisco, California, United States","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-10T13:55:10+00:00","first_seen_at":"2026-06-11T07:00:47.740993+00:00","date_source":"greenhouse.updated_at"},{"id":"e418a3cc-748f-4b77-af56-cb287f138ea0","url":"https://onlylabs.fyi/signals/e418a3cc-748f-4b77-af56-cb287f138ea0","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7767933003","title":"Lead Full Stack Machine Learning Engineer","context":"Bengaluru, Karnataka, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-10T07:02:36+00:00","first_seen_at":"2026-06-10T09:19:04.449009+00:00","date_source":"greenhouse.updated_at"},{"id":"6694a82f-c1b3-4c24-8f15-6e2881bbb4cb","url":"https://onlylabs.fyi/signals/6694a82f-c1b3-4c24-8f15-6e2881bbb4cb","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7762739003","title":"Network Engineer ","context":"Sunnyvale, CA; Toronto, Ontario, Canada","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-09T04:55:57+00:00","first_seen_at":"2026-06-05T22:32:08.213277+00:00","date_source":"greenhouse.updated_at"},{"id":"63fc3796-439b-430c-b5ac-d7b851610e36","url":"https://onlylabs.fyi/signals/63fc3796-439b-430c-b5ac-d7b851610e36","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7762063003","title":"Senior / Staff Technical Program Manager - Datacenter Capacity Delivery (E2E) ","context":"Europe; Remote, California, United States; Sunnyvale, CA; Toronto, Ontario, Canada","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"cerebras","name":"Cerebras","category":"neocloud"},"occurred_at":"2026-06-09T01:22:29+00:00","first_seen_at":"2026-06-05T22:32:08.213277+00:00","date_source":"greenhouse.updated_at"}]}