{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Job: AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","description":"Snowflake (Arctic) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414","json_url":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414/signal.json","generated_at":"2026-09-10T10:24:06.164Z","evidence_latest_fetched_at":"2026-09-10T07:13:00.138065+00:00","signal_first_seen_at":"2026-09-10T07:10:46.768585+00:00","org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/snowflake","dossier_json_url":"https://onlylabs.fyi/labs/snowflake/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414","signal_json":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414/signal.json","source":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","lab_dossier":"https://onlylabs.fyi/labs/snowflake","lab_dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis":"https://onlylabs.fyi/analysis/snowflake","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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":"Snowflake (Arctic) opened AI Systems Research and Development Engineer – LLM Inference Systems & Optimization (US-WA-Bellevue). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location US-WA-Bellevue · Routine job opening, not a notable AI lab event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","source_host":"jobs.ashbyhq.com","occurred_at":"2026-09-09T23:46:08.57+00:00","first_seen_at":"2026-09-10T07:10:46.768585+00:00","date_source":"ashby.publishedAt","context":"US-WA-Bellevue"},"context_markers":[{"label":"Lab","value":"Snowflake (Arctic)","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Engineering","source":"signal"},{"label":"Location","value":"US-WA-Bellevue","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, not a notable AI lab event.","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":["plain"],"missing_page_urls":[],"failed_page_urls":[],"blocked_page_urls":[],"page_urls":["https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-09-10T07:13:00.138065+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414/signal.json","dossier_json":"https://onlylabs.fyi/labs/snowflake/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/snowflake/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/snowflake/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/20f7f3e5-c413-4f2c-86c1-0e0ec2383414/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/snowflake/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/snowflake/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 Snowflake (Arctic)'s job signal \"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","text":"Snowflake (Arctic) opened role AI Systems Research and Development Engineer – LLM Inference Systems & Optimization."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"is classified as","object":"job signal","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization is classified as job signal."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"belongs to","object":"hiring desk","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization belongs to hiring desk."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has context","object":"US-WA-Bellevue","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has context US-WA-Bellevue."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has evidence coverage 1 captured evidence page."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has captured page count","object":"1","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has captured page count 1."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has readable page count","object":"1","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has readable page count 1."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has related signal count","object":"6","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has related signal count 6."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","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":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has source host jobs.ashbyhq.com."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has lab","object":"Snowflake (Arctic)","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has lab Snowflake (Arctic)."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has signal desk","object":"hiring","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has signal desk hiring."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has source host","object":"jobs.ashbyhq.com","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has source host jobs.ashbyhq.com."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has team","object":"Engineering","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has team Engineering."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has location","object":"US-WA-Bellevue","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has location US-WA-Bellevue."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has ats","object":"ashby","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has ats ashby."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has notability","object":"Routine job opening, not a notable AI lab event.","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has notability Routine job opening, not a notable AI lab event.."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has watch term","object":"Eval methodology","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Snowflake (Arctic) opened AI Systems Research and Development Engineer – LLM Inference Systems & Optimization (US-WA-Bellevue). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location US-WA-Bellevue · Routine job opening, not a notable AI lab event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","text":"Snowflake (Arctic) opened role AI Systems Research and Development Engineer – LLM Inference Systems & Optimization."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"is classified as","object":"job signal","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization is classified as job signal."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"belongs to","object":"hiring desk","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization belongs to hiring desk."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has context","object":"US-WA-Bellevue","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has context US-WA-Bellevue."},{"subject":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization has evidence coverage 1 captured evidence page."}]},"signal":{"id":"20f7f3e5-c413-4f2c-86c1-0e0ec2383414","url":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414","json_url":"https://onlylabs.fyi/signals/20f7f3e5-c413-4f2c-86c1-0e0ec2383414/signal.json","source_url":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","title":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","summary":"Snowflake (Arctic) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"US-WA-Bellevue","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T23:46:08.57+00:00","first_seen_at":"2026-09-10T07:10:46.768585+00:00","date_source":"ashby.publishedAt","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/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6"]},"facets":{"location":"US-WA-Bellevue","team":"Engineering","ats":"ashby"},"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":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","final_url":"https://jobs.ashbyhq.com/snowflake/9e0ae021-f264-4efb-bc80-26c04bd06df6","title":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-09-10T07:13:00.138065+00:00","bytes":18941,"raw_path":"d99f7ea5e311946c1b05e495d69a916c76f874c8969a8ff0db21992d349dfe6d.json","content_hash":"6263bca2cf4945a620b489dabc39e155f7f1767f2130a52a46d32736c9e713d5","excerpt_chars":1200,"truncated":true,"excerpt":"AI Systems Research and Development Engineer – LLM Inference Systems & Optimization Team: Engineering Location: US-WA-Bellevue Employment type: FullTime Published: 2026-09-09T23:46:08.570+00:00 At Snowflake, we are powering the era of the agentic enterprise. To usher in this new era, we seek AI-native thinkers across every function who are energized by the opportunity to reinvent how they work. You don’t just use tools; you possess an innate curiosity, treating AI as a high-trust collaborator that is core to how you solve problems and accelerate your impact. We look for low-ego individuals who thrive in dynamic and fast-moving environments and move with an experimental mindset — who rapidly test emerging capabilities to discover simpler, more powerful ways to deliver results. At Snowflake, your role isn't just to execute a function, but to help redefine the future of how work gets done. We are looking for talented systems developers and researchers to join the Snowflake AI Research team and advance the state of the art in LLM inference systems and optimization. Our mission is to build the next generation of high-performance and intelligent inference systems. We optimize not only..."},"evidence_pages":[],"related_signals":[{"id":"ec5a5fe4-d001-447a-9862-dedb7c828b65","url":"https://onlylabs.fyi/signals/ec5a5fe4-d001-447a-9862-dedb7c828b65","source_url":"https://jobs.ashbyhq.com/snowflake/86da04ed-74b3-4cde-aa86-98cb580f63a6","title":"Cloud Support Engineer (Night Shift)","context":"IN-Pune","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-10T06:31:51.875+00:00","first_seen_at":"2026-09-10T07:10:46.768585+00:00","date_source":"ashby.publishedAt"},{"id":"e1c0598f-24fc-494b-b087-c6eec93feee0","url":"https://onlylabs.fyi/signals/e1c0598f-24fc-494b-b087-c6eec93feee0","source_url":"https://jobs.ashbyhq.com/snowflake/f6a295e5-4651-4d60-81be-0b98adae30f0","title":"Senior Event Sponsorship Program Manager","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T19:54:12.136+00:00","first_seen_at":"2026-06-05T22:32:20.673937+00:00","date_source":"ashby.publishedAt"},{"id":"c5875802-9c6f-466f-9678-5bb92968ccc1","url":"https://onlylabs.fyi/signals/c5875802-9c6f-466f-9678-5bb92968ccc1","source_url":"https://jobs.ashbyhq.com/snowflake/8106ecf2-a0c4-46da-8cf7-98fc5f3bb50d","title":"Manager, Field Marketing - US Majors Financial Services","context":"US-NY-New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T19:03:31.002+00:00","first_seen_at":"2026-09-10T07:10:46.768585+00:00","date_source":"ashby.publishedAt"},{"id":"20f5befc-bfd9-43ad-b306-df32d8413a53","url":"https://onlylabs.fyi/signals/20f5befc-bfd9-43ad-b306-df32d8413a53","source_url":"https://jobs.ashbyhq.com/snowflake/a51a1e30-94ec-4550-b39f-90ef328dfa87","title":"Frontend /Fullstack Engineer - Marketplace","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T17:18:35.007+00:00","first_seen_at":"2026-08-28T07:10:46.352357+00:00","date_source":"ashby.publishedAt"},{"id":"b2311219-8d10-41f8-be43-966367be3985","url":"https://onlylabs.fyi/signals/b2311219-8d10-41f8-be43-966367be3985","source_url":"https://jobs.ashbyhq.com/snowflake/da9101c0-c661-4238-b9df-426fb1998bb4","title":"Solution Engineer - Insurance & Asset Management","context":"NO-Oslo-MSO","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T09:41:59.925+00:00","first_seen_at":"2026-07-21T07:10:42.642919+00:00","date_source":"ashby.publishedAt"},{"id":"48a481d9-9edd-4aa2-8ccd-378f8a8a1eac","url":"https://onlylabs.fyi/signals/48a481d9-9edd-4aa2-8ccd-378f8a8a1eac","source_url":"https://jobs.ashbyhq.com/snowflake/452349cf-7114-4234-9fa5-1b5d0e8e7ce6","title":"Corporate Development Operations & M&A Integration Lead","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-09-09T04:23:53.54+00:00","first_seen_at":"2026-07-27T07:10:39.397716+00:00","date_source":"ashby.publishedAt"}]}