{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Job: Principal Software Engineer - Parameters & Experimentation","description":"Snowflake (Arctic) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f","json_url":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f/signal.json","generated_at":"2026-10-25T00:46:35.232Z","evidence_latest_fetched_at":"2026-10-21T07:13:05.317556+00:00","signal_first_seen_at":"2026-10-21T07:10:44.947246+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/e19afd46-ef03-4e21-bc51-136fb149cb8f","signal_json":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f/signal.json","source":"https://jobs.ashbyhq.com/snowflake/22e84b77-4bc4-4a31-99fb-f325ed9a9590","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 Principal Software Engineer - Parameters & Experimentation (US-CA-Menlo Park). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location US-CA-Menlo Park · Routine job opening. 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/22e84b77-4bc4-4a31-99fb-f325ed9a9590","source_host":"jobs.ashbyhq.com","occurred_at":"2026-10-20T19:59:04.7+00:00","first_seen_at":"2026-10-21T07:10:44.947246+00:00","date_source":"ashby.publishedAt","context":"US-CA-Menlo Park"},"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-CA-Menlo Park","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening","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://jobs.ashbyhq.com/snowflake/22e84b77-4bc4-4a31-99fb-f325ed9a9590"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-21T07:13:05.317556+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f/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/e19afd46-ef03-4e21-bc51-136fb149cb8f/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/snowflake/22e84b77-4bc4-4a31-99fb-f325ed9a9590","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 \"Principal Software Engineer - Parameters & Experimentation\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Principal Software Engineer - Parameters & Experimentation","text":"Snowflake (Arctic) opened role Principal Software Engineer - Parameters & Experimentation."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"is classified as","object":"job signal","text":"Principal Software Engineer - Parameters & Experimentation is classified as job signal."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"belongs to","object":"hiring desk","text":"Principal Software Engineer - Parameters & Experimentation belongs to hiring desk."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has context","object":"US-CA-Menlo Park","text":"Principal Software Engineer - Parameters & Experimentation has context US-CA-Menlo Park."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Principal Software Engineer - Parameters & Experimentation has evidence coverage 1 captured evidence page."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has captured page count","object":"1","text":"Principal Software Engineer - Parameters & Experimentation has captured page count 1."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has readable page count","object":"1","text":"Principal Software Engineer - Parameters & Experimentation has readable page count 1."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has related signal count","object":"6","text":"Principal Software Engineer - Parameters & Experimentation has related signal count 6."},{"subject":"Principal Software Engineer - Parameters & Experimentation","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":"Principal Software Engineer - Parameters & Experimentation has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Principal Software Engineer - Parameters & Experimentation has source host jobs.ashbyhq.com."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has lab","object":"Snowflake (Arctic)","text":"Principal Software Engineer - Parameters & Experimentation has lab Snowflake (Arctic)."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has signal desk","object":"hiring","text":"Principal Software Engineer - Parameters & Experimentation has signal desk hiring."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Principal Software Engineer - Parameters & Experimentation has source host jobs.ashbyhq.com."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has team","object":"Engineering","text":"Principal Software Engineer - Parameters & Experimentation has team Engineering."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has location","object":"US-CA-Menlo Park","text":"Principal Software Engineer - Parameters & Experimentation has location US-CA-Menlo Park."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has ats","object":"ashby","text":"Principal Software Engineer - Parameters & Experimentation has ats ashby."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has notability","object":"Routine job opening","text":"Principal Software Engineer - Parameters & Experimentation has notability Routine job opening."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has watch term","object":"Eval methodology","text":"Principal Software Engineer - Parameters & Experimentation has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Snowflake (Arctic) opened Principal Software Engineer - Parameters & Experimentation (US-CA-Menlo Park). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location US-CA-Menlo Park · Routine job opening. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Principal Software Engineer - Parameters & Experimentation","text":"Snowflake (Arctic) opened role Principal Software Engineer - Parameters & Experimentation."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"is classified as","object":"job signal","text":"Principal Software Engineer - Parameters & Experimentation is classified as job signal."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"belongs to","object":"hiring desk","text":"Principal Software Engineer - Parameters & Experimentation belongs to hiring desk."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has context","object":"US-CA-Menlo Park","text":"Principal Software Engineer - Parameters & Experimentation has context US-CA-Menlo Park."},{"subject":"Principal Software Engineer - Parameters & Experimentation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Principal Software Engineer - Parameters & Experimentation has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e19afd46-ef03-4e21-bc51-136fb149cb8f","url":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f","json_url":"https://onlylabs.fyi/signals/e19afd46-ef03-4e21-bc51-136fb149cb8f/signal.json","source_url":"https://jobs.ashbyhq.com/snowflake/22e84b77-4bc4-4a31-99fb-f325ed9a9590","title":"Principal Software Engineer - Parameters & Experimentation","summary":"Snowflake (Arctic) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-10-20T19:59:04.7+00:00","first_seen_at":"2026-10-21T07:10:44.947246+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/22e84b77-4bc4-4a31-99fb-f325ed9a9590"]},"facets":{"location":"US-CA-Menlo Park","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/22e84b77-4bc4-4a31-99fb-f325ed9a9590","final_url":"https://jobs.ashbyhq.com/snowflake/22e84b77-4bc4-4a31-99fb-f325ed9a9590","title":"Principal Software Enginner - Parameters & Experimentation","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-21T07:13:05.317556+00:00","bytes":14681,"raw_path":"2fe3e181084eab73325a599b86041285a425fd174dcd7a40c7d3feca70b776c5.json","content_hash":"9623e1258d247e50db3ad5a9b740358952db6647ff4d0c459ef026de75404503","excerpt_chars":1200,"truncated":true,"excerpt":"Principal Software Enginner - Parameters & Experimentation Team: Engineering Location: US-CA-Menlo Park Employment type: FullTime Published: 2026-10-20T19:59:04.700+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. Build the foundation for faster, safer innovation. Snowflake’s AI Data Cloud supports critical enterprise workloads across multiple clouds and regions. As AI accelerates software development, the volume and pace of change are outgrowing what engineers can manually review, coordinate, and monitor. Moving faster requires..."},"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":"296b3f4f-348e-4865-a7ce-8c4696a8636c","url":"https://onlylabs.fyi/signals/296b3f4f-348e-4865-a7ce-8c4696a8636c","source_url":"https://jobs.ashbyhq.com/snowflake/e054c37d-8940-4cf6-b166-d5741991ad12","title":"Forward Deployed Engineer, Frontier Engineering","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"},{"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"}]}