{"schema_version":"onlylabs.public_signal.v1","title":"Cerebras Job: Full Stack LLM Engineer","description":"Cerebras job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e","json_url":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e/signal.json","generated_at":"2026-06-11T04:13:46.064025+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/3e31177b-8592-4143-aea8-efa05cb6a84e","signal_json":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e/signal.json","source":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","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 Full Stack LLM 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, no traction.. 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/6654277003","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, no traction.","source":"signal"},{"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/6654277003"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:13:46.064025+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e/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/3e31177b-8592-4143-aea8-efa05cb6a84e/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","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 \"Full Stack LLM Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role Full Stack LLM Engineer","text":"Cerebras opened role Full Stack LLM Engineer."},{"subject":"Full Stack LLM Engineer","predicate":"is classified as","object":"job signal","text":"Full Stack LLM Engineer is classified as job signal."},{"subject":"Full Stack LLM Engineer","predicate":"belongs to","object":"hiring desk","text":"Full Stack LLM Engineer belongs to hiring desk."},{"subject":"Full Stack LLM Engineer","predicate":"has context","object":"Toronto, Ontario, Canada","text":"Full Stack LLM Engineer has context Toronto, Ontario, Canada."},{"subject":"Full Stack LLM Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Full Stack LLM Engineer has evidence coverage 1 captured evidence page."},{"subject":"Full Stack LLM Engineer","predicate":"has captured page count","object":"1","text":"Full Stack LLM Engineer has captured page count 1."},{"subject":"Full Stack LLM Engineer","predicate":"has readable page count","object":"1","text":"Full Stack LLM Engineer has readable page count 1."},{"subject":"Full Stack LLM Engineer","predicate":"has related signal count","object":"6","text":"Full Stack LLM Engineer has related signal count 6."},{"subject":"Full Stack LLM 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":"Full Stack LLM Engineer has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Full Stack LLM Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Full Stack LLM Engineer has source host job-boards.greenhouse.io."},{"subject":"Full Stack LLM Engineer","predicate":"has lab","object":"Cerebras","text":"Full Stack LLM Engineer has lab Cerebras."},{"subject":"Full Stack LLM Engineer","predicate":"has signal desk","object":"hiring","text":"Full Stack LLM Engineer has signal desk hiring."},{"subject":"Full Stack LLM Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Full Stack LLM Engineer has source host job-boards.greenhouse.io."},{"subject":"Full Stack LLM Engineer","predicate":"has location","object":"Toronto, Ontario, Canada","text":"Full Stack LLM Engineer has location Toronto, Ontario, Canada."},{"subject":"Full Stack LLM Engineer","predicate":"has ats","object":"greenhouse","text":"Full Stack LLM Engineer has ats greenhouse."},{"subject":"Full Stack LLM Engineer","predicate":"has notability","object":"Routine job posting, no traction.","text":"Full Stack LLM Engineer has notability Routine job posting, no traction.."},{"subject":"Full Stack LLM Engineer","predicate":"has watch term","object":"Infrastructure","text":"Full Stack LLM Engineer has watch term Infrastructure."},{"subject":"Full Stack LLM Engineer","predicate":"has watch term","object":"Safety and alignment","text":"Full Stack LLM Engineer has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"hiring","answer":"Cerebras opened Full Stack LLM 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, no traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Cerebras","predicate":"opened","object":"role Full Stack LLM Engineer","text":"Cerebras opened role Full Stack LLM Engineer."},{"subject":"Full Stack LLM Engineer","predicate":"is classified as","object":"job signal","text":"Full Stack LLM Engineer is classified as job signal."},{"subject":"Full Stack LLM Engineer","predicate":"belongs to","object":"hiring desk","text":"Full Stack LLM Engineer belongs to hiring desk."},{"subject":"Full Stack LLM Engineer","predicate":"has context","object":"Toronto, Ontario, Canada","text":"Full Stack LLM Engineer has context Toronto, Ontario, Canada."},{"subject":"Full Stack LLM Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Full Stack LLM Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3e31177b-8592-4143-aea8-efa05cb6a84e","url":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e","json_url":"https://onlylabs.fyi/signals/3e31177b-8592-4143-aea8-efa05cb6a84e/signal.json","source_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","title":"Full Stack LLM 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/6654277003"]},"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/6654277003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","title":"Full Stack LLM Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:46.064025+00:00","bytes":79746,"raw_path":"01cfb3388b3cc6b62fadac4b296a9c62732ec65dd12bbe382696eb2d9945a473.html","content_hash":"bc3e61e51ae36b09b50c8af1d43106a819782eff17cdcadd2ec2c9d19b3f99a4","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Full Stack LLM Engineer at Cerebras Systems Back to jobs Full Stack LLM 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 applications, unlocking real-time..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","final_url":"https://job-boards.greenhouse.io/cerebrassystems/jobs/6654277003","title":"Full Stack LLM Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:46.064025+00:00","bytes":79746,"raw_path":"01cfb3388b3cc6b62fadac4b296a9c62732ec65dd12bbe382696eb2d9945a473.html","content_hash":"bc3e61e51ae36b09b50c8af1d43106a819782eff17cdcadd2ec2c9d19b3f99a4","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Full Stack LLM Engineer at Cerebras Systems Back to jobs Full Stack LLM 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 applications, unlocking real-time..."}],"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"}]}