{"schema_version":"onlylabs.public_signal.v1","title":"Cerebras Job: ML Performance Benchmarking Engineer","description":"Cerebras job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6","json_url":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6/signal.json","generated_at":"2026-06-11T04:13:07.911457+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/d56e0280-3884-4aba-9565-f08298d998e6","signal_json":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6/signal.json","source":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7669166003","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 Performance Benchmarking Engineer (Toronto, Ontario, Canada). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Toronto, Ontario, Canada · Routine job posting, notable company but low industry impact.. 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/7669166003","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":"Toronto, Ontario, 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":"Toronto, Ontario, Canada","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting, notable company but low industry impact.","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/7669166003"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:13:07.911457+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6/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/d56e0280-3884-4aba-9565-f08298d998e6/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7669166003","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 Performance Benchmarking Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role ML Performance Benchmarking Engineer","text":"Cerebras opened role ML Performance Benchmarking Engineer."},{"subject":"ML Performance Benchmarking Engineer","predicate":"is classified as","object":"job signal","text":"ML Performance Benchmarking Engineer is classified as job signal."},{"subject":"ML Performance Benchmarking Engineer","predicate":"belongs to","object":"hiring desk","text":"ML Performance Benchmarking Engineer belongs to hiring desk."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has context","object":"Toronto, Ontario, Canada","text":"ML Performance Benchmarking Engineer has context Toronto, Ontario, Canada."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ML Performance Benchmarking Engineer has evidence coverage 1 captured evidence page."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has captured page count","object":"1","text":"ML Performance Benchmarking Engineer has captured page count 1."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has readable page count","object":"1","text":"ML Performance Benchmarking Engineer has readable page count 1."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has related signal count","object":"6","text":"ML Performance Benchmarking Engineer has related signal count 6."},{"subject":"ML Performance Benchmarking 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 Performance Benchmarking 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 Performance Benchmarking Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"ML Performance Benchmarking Engineer has source host job-boards.greenhouse.io."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has lab","object":"Cerebras","text":"ML Performance Benchmarking Engineer has lab Cerebras."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has signal desk","object":"hiring","text":"ML Performance Benchmarking Engineer has signal desk hiring."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"ML Performance Benchmarking Engineer has source host job-boards.greenhouse.io."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has location","object":"Toronto, Ontario, Canada","text":"ML Performance Benchmarking Engineer has location Toronto, Ontario, Canada."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has ats","object":"greenhouse","text":"ML Performance Benchmarking Engineer has ats greenhouse."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has notability","object":"Routine job posting, notable company but low industry impact.","text":"ML Performance Benchmarking Engineer has notability Routine job posting, notable company but low industry impact.."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has watch term","object":"Eval methodology","text":"ML Performance Benchmarking Engineer has watch term Eval methodology."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has watch term","object":"Infrastructure","text":"ML Performance Benchmarking Engineer has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Cerebras opened ML Performance Benchmarking Engineer (Toronto, Ontario, Canada). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Toronto, Ontario, Canada · Routine job posting, notable company but low industry impact.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role ML Performance Benchmarking Engineer","text":"Cerebras opened role ML Performance Benchmarking Engineer."},{"subject":"ML Performance Benchmarking Engineer","predicate":"is classified as","object":"job signal","text":"ML Performance Benchmarking Engineer is classified as job signal."},{"subject":"ML Performance Benchmarking Engineer","predicate":"belongs to","object":"hiring desk","text":"ML Performance Benchmarking Engineer belongs to hiring desk."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has context","object":"Toronto, Ontario, Canada","text":"ML Performance Benchmarking Engineer has context Toronto, Ontario, Canada."},{"subject":"ML Performance Benchmarking Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"ML Performance Benchmarking Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d56e0280-3884-4aba-9565-f08298d998e6","url":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6","json_url":"https://onlylabs.fyi/signals/d56e0280-3884-4aba-9565-f08298d998e6/signal.json","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7669166003","title":"ML Performance Benchmarking Engineer","summary":"Cerebras opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Toronto, Ontario, 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/7669166003"]},"facets":{"location":"Toronto, Ontario, 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/7669166003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7669166003","title":"ML Performance Benchmarking Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:07.911457+00:00","bytes":78792,"raw_path":"8ef551ebc7df1cbf88952b1d7fc5427c0b0838e05550e8761d9d9e28c2d8d362.html","content_hash":"7195a06c80a30d7d98f15b507571b52b2929b1de51e24f2fe049d92bc745d9b4","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for ML Performance Benchmarking Engineer at Cerebras Systems Back to jobs ML Performance Benchmarking Engineer Toronto, Ontario, 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/7669166003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/7669166003","title":"ML Performance Benchmarking Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:07.911457+00:00","bytes":78792,"raw_path":"8ef551ebc7df1cbf88952b1d7fc5427c0b0838e05550e8761d9d9e28c2d8d362.html","content_hash":"7195a06c80a30d7d98f15b507571b52b2929b1de51e24f2fe049d92bc745d9b4","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for ML Performance Benchmarking Engineer at Cerebras Systems Back to jobs ML Performance Benchmarking Engineer Toronto, Ontario, 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"}]}