{"schema_version":"onlylabs.public_signal.v1","title":"Snowflake (Arctic) Job: Software Engineer, Data Transformation","description":"Snowflake (Arctic) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96","json_url":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96/signal.json","generated_at":"2026-06-27T01:46:33.313Z","evidence_latest_fetched_at":"2026-06-19T07:02:37.456029+00:00","signal_first_seen_at":"2026-06-19T07:01:49.99316+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/8d2e9c63-acb7-432d-8f84-c93fe1990d96","signal_json":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96/signal.json","source":"https://jobs.ashbyhq.com/snowflake/14e6f973-e312-480d-b094-c8cb7ad3181f","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 Software Engineer, Data Transformation (DE-Berlin-Trion Building). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location DE-Berlin-Trion Building · Routine job opening, not notable.. 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/14e6f973-e312-480d-b094-c8cb7ad3181f","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-19T06:53:42.335+00:00","first_seen_at":"2026-06-19T07:01:49.99316+00:00","date_source":"ashby.publishedAt","context":"DE-Berlin-Trion Building"},"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":"DE-Berlin-Trion Building","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, not notable.","source":"signal"},{"label":"Watch term","value":"Data pipeline","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/14e6f973-e312-480d-b094-c8cb7ad3181f"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-19T07:02:37.456029+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96/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/8d2e9c63-acb7-432d-8f84-c93fe1990d96/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/snowflake/14e6f973-e312-480d-b094-c8cb7ad3181f","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 \"Software Engineer, Data Transformation\" for neocloud strategy."},"semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Software Engineer, Data Transformation","text":"Snowflake (Arctic) opened role Software Engineer, Data Transformation."},{"subject":"Software Engineer, Data Transformation","predicate":"is classified as","object":"job signal","text":"Software Engineer, Data Transformation is classified as job signal."},{"subject":"Software Engineer, Data Transformation","predicate":"belongs to","object":"hiring desk","text":"Software Engineer, Data Transformation belongs to hiring desk."},{"subject":"Software Engineer, Data Transformation","predicate":"has context","object":"DE-Berlin-Trion Building","text":"Software Engineer, Data Transformation has context DE-Berlin-Trion Building."},{"subject":"Software Engineer, Data Transformation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer, Data Transformation has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer, Data Transformation","predicate":"has captured page count","object":"1","text":"Software Engineer, Data Transformation has captured page count 1."},{"subject":"Software Engineer, Data Transformation","predicate":"has readable page count","object":"1","text":"Software Engineer, Data Transformation has readable page count 1."},{"subject":"Software Engineer, Data Transformation","predicate":"has related signal count","object":"6","text":"Software Engineer, Data Transformation has related signal count 6."},{"subject":"Software Engineer, Data Transformation","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":"Software Engineer, Data Transformation has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Software Engineer, Data Transformation","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer, Data Transformation has source host jobs.ashbyhq.com."},{"subject":"Software Engineer, Data Transformation","predicate":"has lab","object":"Snowflake (Arctic)","text":"Software Engineer, Data Transformation has lab Snowflake (Arctic)."},{"subject":"Software Engineer, Data Transformation","predicate":"has signal desk","object":"hiring","text":"Software Engineer, Data Transformation has signal desk hiring."},{"subject":"Software Engineer, Data Transformation","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer, Data Transformation has source host jobs.ashbyhq.com."},{"subject":"Software Engineer, Data Transformation","predicate":"has team","object":"Engineering","text":"Software Engineer, Data Transformation has team Engineering."},{"subject":"Software Engineer, Data Transformation","predicate":"has location","object":"DE-Berlin-Trion Building","text":"Software Engineer, Data Transformation has location DE-Berlin-Trion Building."},{"subject":"Software Engineer, Data Transformation","predicate":"has ats","object":"ashby","text":"Software Engineer, Data Transformation has ats ashby."},{"subject":"Software Engineer, Data Transformation","predicate":"has notability","object":"Routine job opening, not notable.","text":"Software Engineer, Data Transformation has notability Routine job opening, not notable.."},{"subject":"Software Engineer, Data Transformation","predicate":"has watch term","object":"Data pipeline","text":"Software Engineer, Data Transformation has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Snowflake (Arctic) opened Software Engineer, Data Transformation (DE-Berlin-Trion Building). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location DE-Berlin-Trion Building · Routine job opening, not notable.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Snowflake (Arctic)","predicate":"opened","object":"role Software Engineer, Data Transformation","text":"Snowflake (Arctic) opened role Software Engineer, Data Transformation."},{"subject":"Software Engineer, Data Transformation","predicate":"is classified as","object":"job signal","text":"Software Engineer, Data Transformation is classified as job signal."},{"subject":"Software Engineer, Data Transformation","predicate":"belongs to","object":"hiring desk","text":"Software Engineer, Data Transformation belongs to hiring desk."},{"subject":"Software Engineer, Data Transformation","predicate":"has context","object":"DE-Berlin-Trion Building","text":"Software Engineer, Data Transformation has context DE-Berlin-Trion Building."},{"subject":"Software Engineer, Data Transformation","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer, Data Transformation has evidence coverage 1 captured evidence page."}]},"signal":{"id":"8d2e9c63-acb7-432d-8f84-c93fe1990d96","url":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96","json_url":"https://onlylabs.fyi/signals/8d2e9c63-acb7-432d-8f84-c93fe1990d96/signal.json","source_url":"https://jobs.ashbyhq.com/snowflake/14e6f973-e312-480d-b094-c8cb7ad3181f","title":"Software Engineer, Data Transformation","summary":"Snowflake (Arctic) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"DE-Berlin-Trion Building","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"snowflake","name":"Snowflake (Arctic)","category":"neocloud"},"occurred_at":"2026-06-19T06:53:42.335+00:00","first_seen_at":"2026-06-19T07:01:49.99316+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/14e6f973-e312-480d-b094-c8cb7ad3181f"]},"facets":{"location":"DE-Berlin-Trion Building","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/14e6f973-e312-480d-b094-c8cb7ad3181f","final_url":"https://jobs.ashbyhq.com/snowflake/14e6f973-e312-480d-b094-c8cb7ad3181f","title":"Software Engineer, Data Transformation","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-19T07:02:37.456029+00:00","bytes":7370,"raw_path":"8d85e7a63d2f89c8d2261d20314fbe3ff944a3e09f2a29bd86a9b8905d08a113.json","content_hash":"9576fcfb26091764e186fa3cfe3e4418efd08c531e4efa01d7bb560d87ee4a88","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer, Data Transformation Team: Engineering Location: DE-Berlin-Trion Building Employment type: FullTime Published: 2026-06-19T06:53:42.335+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 ROLE We are looking for talented Software Engineers to join our Data Platform team. You will design, build, and operate large-scale distributed data systems that power Snowflake's core platform. This role is open to both new college graduates (MSc/PhD) and early career professionals. WHAT YOU'LL DO - Design and implement..."},"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"}]}