{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Job: Forward Deployed Engineer, Frontier Engineering","description":"Snowflake (Arctic) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c","json_url":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c/signal.json","generated_at":"2026-10-24T20:20:50.114Z","evidence_latest_fetched_at":"2026-10-24T07:13:10.108591+00:00","signal_first_seen_at":"2026-10-24T07:10:44.541311+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/296b3f4f-348e-4865-a7ce-8c4696a8636c","signal_json":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c/signal.json","source":"https://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12","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 Forward Deployed Engineer, Frontier Engineering (NZ-New Zealand-Remote). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Professional Services · location NZ-New Zealand-Remote · Routine job opening at Snowflake AI frontier team. 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/e054c37d-8940-4cf6-b166-d5741991ad12","source_host":"jobs.ashbyhq.com","occurred_at":"2026-10-23T07:53:39.363+00:00","first_seen_at":"2026-10-24T07:10:44.541311+00:00","date_source":"ashby.publishedAt","context":"NZ-New Zealand-Remote"},"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":"Professional Services","source":"signal"},{"label":"Location","value":"NZ-New Zealand-Remote","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening at Snowflake AI frontier team","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-24T07:13:10.108591+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c/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/296b3f4f-348e-4865-a7ce-8c4696a8636c/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12","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 \"Forward Deployed Engineer, Frontier Engineering\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Forward Deployed Engineer, Frontier Engineering","text":"Snowflake (Arctic) opened role Forward Deployed Engineer, Frontier Engineering."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer, Frontier Engineering is classified as job signal."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer, Frontier Engineering belongs to hiring desk."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has context","object":"NZ-New Zealand-Remote","text":"Forward Deployed Engineer, Frontier Engineering has context NZ-New Zealand-Remote."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer, Frontier Engineering has evidence coverage 1 captured evidence page."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has captured page count","object":"1","text":"Forward Deployed Engineer, Frontier Engineering has captured page count 1."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has readable page count","object":"1","text":"Forward Deployed Engineer, Frontier Engineering has readable page count 1."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has related signal count","object":"6","text":"Forward Deployed Engineer, Frontier Engineering has related signal count 6."},{"subject":"Forward Deployed Engineer, Frontier Engineering","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":"Forward Deployed Engineer, Frontier Engineering has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer, Frontier Engineering has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has lab","object":"Snowflake (Arctic)","text":"Forward Deployed Engineer, Frontier Engineering has lab Snowflake (Arctic)."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has signal desk","object":"hiring","text":"Forward Deployed Engineer, Frontier Engineering has signal desk hiring."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer, Frontier Engineering has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has team","object":"Professional Services","text":"Forward Deployed Engineer, Frontier Engineering has team Professional Services."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has location","object":"NZ-New Zealand-Remote","text":"Forward Deployed Engineer, Frontier Engineering has location NZ-New Zealand-Remote."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has ats","object":"ashby","text":"Forward Deployed Engineer, Frontier Engineering has ats ashby."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has notability","object":"Routine job opening at Snowflake AI frontier team","text":"Forward Deployed Engineer, Frontier Engineering has notability Routine job opening at Snowflake AI frontier team."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has watch term","object":"Eval methodology","text":"Forward Deployed Engineer, Frontier Engineering has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Snowflake (Arctic) opened Forward Deployed Engineer, Frontier Engineering (NZ-New Zealand-Remote). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Professional Services · location NZ-New Zealand-Remote · Routine job opening at Snowflake AI frontier team. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Forward Deployed Engineer, Frontier Engineering","text":"Snowflake (Arctic) opened role Forward Deployed Engineer, Frontier Engineering."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer, Frontier Engineering is classified as job signal."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer, Frontier Engineering belongs to hiring desk."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has context","object":"NZ-New Zealand-Remote","text":"Forward Deployed Engineer, Frontier Engineering has context NZ-New Zealand-Remote."},{"subject":"Forward Deployed Engineer, Frontier Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer, Frontier Engineering has evidence coverage 1 captured evidence page."}]},"signal":{"id":"296b3f4f-348e-4865-a7ce-8c4696a8636c","url":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c","json_url":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c/signal.json","source_url":"https://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12","title":"Forward Deployed Engineer, Frontier Engineering","summary":"Snowflake (Arctic) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"NZ-New Zealand-Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-23T07:53:39.363+00:00","first_seen_at":"2026-10-24T07:10:44.541311+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/e054c37d-8940-4cf6-b166-d5741991ad12"]},"facets":{"location":"NZ-New Zealand-Remote","team":"Professional Services","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/e054c37d-8940-4cf6-b166-d5741991ad12","final_url":"https://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12","title":"Forward Deployed Engineer, Frontier Engineering","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-24T07:13:10.108591+00:00","bytes":13532,"raw_path":"62451d6324864cc70db6752d75a2e634e3f6f9e0d336ac62bb856978cc7bcf9b.json","content_hash":"66dd7f1b56bd58510260d121ced2a06fecfe05e5a606debb66164e6894ec20a8","excerpt_chars":1200,"truncated":true,"excerpt":"Forward Deployed Engineer, Frontier Engineering Team: Professional Services Location: NZ-New Zealand-Remote Employment type: FullTime Workplace type: Remote Remote: yes Published: 2026-10-23T07:53:39.363+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. At Snowflake, we are building a high-impact team to help the world's most innovative companies unlock the power of AI. As a Forward Deployed Engineer on our Frontier Engineering team, you will be a hands-on builder and a key technical partner to our most strategic customers, placing..."},"evidence_pages":[],"related_signals":[{"id":"42e48d37-361a-4066-a83b-53f6be7d14e9","url":"https://onlylabs.fyi/signals/42e48d37-361a-4066-a83b-53f6be7d14e9","source_url":"https://jobs.ashbyhq.com/snowflake/e56587dc-dc46-43e5-a93e-94d479fdb754","title":"Software Engineer","context":"US-WA-Bellevue","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-23T17:13:25.909+00:00","first_seen_at":"2026-10-24T07:10:44.541311+00:00","date_source":"ashby.publishedAt"},{"id":"1a1e9292-3ca2-4484-8a2a-4f5377f75c19","url":"https://onlylabs.fyi/signals/1a1e9292-3ca2-4484-8a2a-4f5377f75c19","source_url":"https://jobs.ashbyhq.com/snowflake/21c400dc-12fc-4962-813b-3f19becfbefb","title":"Senior AI/ML Architect, Applied Field Engineering","context":"US-TX-Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-23T16:43:12.752+00:00","first_seen_at":"2026-10-24T07:10:44.541311+00:00","date_source":"ashby.publishedAt"},{"id":"50ce78f0-0a0f-4c18-bf32-9238bed24f3d","url":"https://onlylabs.fyi/signals/50ce78f0-0a0f-4c18-bf32-9238bed24f3d","source_url":"https://jobs.ashbyhq.com/snowflake/261c675f-e1a7-4f38-9349-45d80c7b1a73","title":"Partner Sales Director - VAR","context":"FR-Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-23T13:55:58.032+00:00","first_seen_at":"2026-10-24T07:10:44.541311+00:00","date_source":"ashby.publishedAt"},{"id":"cc66180a-076f-4f86-a3cc-beb402eb6f3e","url":"https://onlylabs.fyi/signals/cc66180a-076f-4f86-a3cc-beb402eb6f3e","source_url":"https://jobs.ashbyhq.com/snowflake/be98e986-1fef-4ea9-8921-442137354ed8","title":"AI/ML Consulting Manager","context":"AU-Sydney","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-23T07:50:00.175+00:00","first_seen_at":"2026-10-24T07:10:44.541311+00:00","date_source":"ashby.publishedAt"},{"id":"ed6ce052-25dc-45f2-86a2-ac5e2365c7bc","url":"https://onlylabs.fyi/signals/ed6ce052-25dc-45f2-86a2-ac5e2365c7bc","source_url":"https://jobs.ashbyhq.com/snowflake/819f71d8-ee5f-429b-948d-46669a760edb","title":"Engineering Manager/Tech Lead Manager - Runtime Engineering","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-22T20:45:50.963+00:00","first_seen_at":"2026-10-23T07:10:46.175288+00:00","date_source":"ashby.publishedAt"},{"id":"c88850c4-9b27-4a19-a46f-92bcbd0a91b2","url":"https://onlylabs.fyi/signals/c88850c4-9b27-4a19-a46f-92bcbd0a91b2","source_url":"https://jobs.ashbyhq.com/snowflake/6aa02c13-d9db-4624-b4ce-cc467562e2ed","title":"Senior Software Engineer - Marketplace ","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-22T19:53:50.565+00:00","first_seen_at":"2026-07-24T07:10:39.782387+00:00","date_source":"ashby.publishedAt"}]}