{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Job: Forward Deployed Engineer – Data Engineer","description":"Snowflake (Arctic) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/98f1a9eb-8d47-4fb5-9541-ac270a70594c","json_url":"https://onlylabs.fyi/signals/98f1a9eb-8d47-4fb5-9541-ac270a70594c/signal.json","generated_at":"2026-06-27T00:47:56.938Z","evidence_latest_fetched_at":"2026-06-24T07:04:44.391704+00:00","signal_first_seen_at":"2026-06-24T07:01:01.550618+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/98f1a9eb-8d47-4fb5-9541-ac270a70594c","signal_json":"https://onlylabs.fyi/signals/98f1a9eb-8d47-4fb5-9541-ac270a70594c/signal.json","source":"https://jobs.ashbyhq.com/snowflake/9bbafaf2-240d-4cfb-8e95-b289f0350be5","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 – Data Engineer (US-CA-Menlo Park). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Data Analytics and AI · location US-CA-Menlo Park · Routine job posting, not an 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/9bbafaf2-240d-4cfb-8e95-b289f0350be5","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-23T11:51:03.716+00:00","first_seen_at":"2026-06-24T07:01:01.550618+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":"Data Analytics and AI","source":"signal"},{"label":"Location","value":"US-CA-Menlo Park","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, not an AI lab event.","source":"signal"},{"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 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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/98f1a9eb-8d47-4fb5-9541-ac270a70594c/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/snowflake/9bbafaf2-240d-4cfb-8e95-b289f0350be5","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 – Data Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Forward Deployed Engineer – Data Engineer","text":"Snowflake (Arctic) opened role Forward Deployed Engineer – Data Engineer."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer – Data Engineer is classified as job signal."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer – Data Engineer belongs to hiring desk."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has context","object":"US-CA-Menlo Park","text":"Forward Deployed Engineer – Data Engineer has context US-CA-Menlo Park."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer – Data Engineer has evidence coverage 1 captured evidence page."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has captured page count","object":"1","text":"Forward Deployed Engineer – Data Engineer has captured page count 1."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has readable page count","object":"1","text":"Forward Deployed Engineer – Data Engineer has readable page count 1."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has related signal count","object":"6","text":"Forward Deployed Engineer – Data Engineer has related signal count 6."},{"subject":"Forward Deployed Engineer – Data 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":"Forward Deployed Engineer – Data Engineer 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 – Data Engineer","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer – Data Engineer has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has lab","object":"Snowflake (Arctic)","text":"Forward Deployed Engineer – Data Engineer has lab Snowflake (Arctic)."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has signal desk","object":"hiring","text":"Forward Deployed Engineer – Data Engineer has signal desk hiring."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer – Data Engineer has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has team","object":"Data Analytics and AI","text":"Forward Deployed Engineer – Data Engineer has team Data Analytics and AI."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has location","object":"US-CA-Menlo Park","text":"Forward Deployed Engineer – Data Engineer has location US-CA-Menlo Park."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has ats","object":"ashby","text":"Forward Deployed Engineer – Data Engineer has ats ashby."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has notability","object":"Routine job posting, not an AI lab event.","text":"Forward Deployed Engineer – Data Engineer has notability Routine job posting, not an AI lab event.."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has watch term","object":"Data pipeline","text":"Forward Deployed Engineer – Data Engineer has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Snowflake (Arctic) opened Forward Deployed Engineer – Data Engineer (US-CA-Menlo Park). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Data Analytics and AI · location US-CA-Menlo Park · Routine job posting, not an 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 Forward Deployed Engineer – Data Engineer","text":"Snowflake (Arctic) opened role Forward Deployed Engineer – Data Engineer."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer – Data Engineer is classified as job signal."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer – Data Engineer belongs to hiring desk."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has context","object":"US-CA-Menlo Park","text":"Forward Deployed Engineer – Data Engineer has context US-CA-Menlo Park."},{"subject":"Forward Deployed Engineer – Data Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer – Data Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"98f1a9eb-8d47-4fb5-9541-ac270a70594c","url":"https://onlylabs.fyi/signals/98f1a9eb-8d47-4fb5-9541-ac270a70594c","json_url":"https://onlylabs.fyi/signals/98f1a9eb-8d47-4fb5-9541-ac270a70594c/signal.json","source_url":"https://jobs.ashbyhq.com/snowflake/9bbafaf2-240d-4cfb-8e95-b289f0350be5","title":"Forward Deployed Engineer – Data Engineer","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":"2026-06-23T11:51:03.716+00:00","first_seen_at":"2026-06-24T07:01:01.550618+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/9bbafaf2-240d-4cfb-8e95-b289f0350be5"]},"facets":{"location":"US-CA-Menlo Park","team":"Data Analytics and AI","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/9bbafaf2-240d-4cfb-8e95-b289f0350be5","final_url":"https://jobs.ashbyhq.com/snowflake/9bbafaf2-240d-4cfb-8e95-b289f0350be5","title":"Forward Deployed Engineer – Data Engineer","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-24T07:04:44.391704+00:00","bytes":16464,"raw_path":"e653c6ac2a3c4bb19b0c7dccc8345c54336df2d5a44960ebdae9f90c15f35fe4.json","content_hash":"12c88f10017123f0ab8f4bc04ecf8011b770b88d080b3b5978baee95ff8d2f71","excerpt_chars":1200,"truncated":true,"excerpt":"Forward Deployed Engineer – Data Engineer Team: Enterprise Technology Location: US-CA-Menlo Park Employment type: FullTime Published: 2026-06-23T11:51:03.716+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. ABOUT THE TEAM The Data Engineering Team builds the foundational infrastructure that powers our organization’s data ecosystem. However, our platform’s true value is realized when it is successfully integrated and operationalized within our customers' environments. The Forward Deployed Engineering (FDE) group is the elite,..."},"evidence_pages":[],"related_signals":[{"id":"a9dda0bf-6d66-40f1-b84f-fc572ccd6f38","url":"https://onlylabs.fyi/signals/a9dda0bf-6d66-40f1-b84f-fc572ccd6f38","source_url":"https://jobs.ashbyhq.com/snowflake/768bc008-b6a6-4b1d-a8ac-3d44d052d6ba","title":"Staff Software Engineer","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T20:57:53.091+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"},{"id":"80e547f0-b519-4999-9bec-0d585d38629f","url":"https://onlylabs.fyi/signals/80e547f0-b519-4999-9bec-0d585d38629f","source_url":"https://jobs.ashbyhq.com/snowflake/d37ea59f-e077-427a-9839-44cee182f1f7","title":"Senior Software Engineer - Product Security - Poland","context":"PL-Warsaw","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T20:11:56.769+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"},{"id":"ae3c024f-eddb-4142-95d3-b0910b528a3c","url":"https://onlylabs.fyi/signals/ae3c024f-eddb-4142-95d3-b0910b528a3c","source_url":"https://jobs.ashbyhq.com/snowflake/95c1b8c2-ce6c-46f1-80b5-1fd3222a60ee","title":"Senior Developer Growth Marketing Manager","context":"US-CA-Menlo Park","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T19:52:38.314+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"},{"id":"824396a9-c8da-4a58-b344-9a10e0ca207b","url":"https://onlylabs.fyi/signals/824396a9-c8da-4a58-b344-9a10e0ca207b","source_url":"https://jobs.ashbyhq.com/snowflake/1dc688b3-90b1-4c83-89b8-fee512638de1","title":"Partner Development Manager, Financial Services DCP Partners","context":"US-NY-Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T19:38:21.903+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"},{"id":"26ded932-edfa-4e5a-bd1c-729a05da74b7","url":"https://onlylabs.fyi/signals/26ded932-edfa-4e5a-bd1c-729a05da74b7","source_url":"https://jobs.ashbyhq.com/snowflake/0c5c612e-a60f-4686-9023-be2ffc20f63a","title":"Sr. Project Manager","context":"US-IL-Chicago-MSO","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T15:22:31.017+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"},{"id":"2e61a468-3c5c-4b9d-ac51-8370df7d2734","url":"https://onlylabs.fyi/signals/2e61a468-3c5c-4b9d-ac51-8370df7d2734","source_url":"https://jobs.ashbyhq.com/snowflake/7c0fa868-20c5-4727-9f22-a5ab4bfbc08b","title":"AI/ML Flex Solution Engineer","context":"US-CA-Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-25T13:39:10.494+00:00","first_seen_at":"2026-06-26T07:01:07.482337+00:00","date_source":"ashby.publishedAt"}]}