{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Job: Staff Machine Learning Engineer, CustomerLake (ML/LLM)","description":"Databricks (DBRX) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0","json_url":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0/signal.json","generated_at":"2026-07-26T20:41:42.380Z","evidence_latest_fetched_at":"2026-07-01T07:12:21.270906+00:00","signal_first_seen_at":"2026-07-01T07:10:37.040136+00:00","org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/databricks","dossier_json_url":"https://onlylabs.fyi/labs/databricks/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0","signal_json":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0/signal.json","source":"https://databricks.com/company/careers/open-positions/job?gh_jid=8614863002","lab_dossier":"https://onlylabs.fyi/labs/databricks","lab_dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis":"https://onlylabs.fyi/analysis/databricks","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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":"Databricks (DBRX) opened Staff Machine Learning Engineer, CustomerLake (ML/LLM) (New York City, New York). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location New York City, New York · Routine job posting for databricks. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8614863002","source_host":"databricks.com","occurred_at":"2026-07-24T23:29:05+00:00","first_seen_at":"2026-07-01T07:10:37.040136+00:00","date_source":"greenhouse.updated_at","context":"New York City, New York"},"context_markers":[{"label":"Lab","value":"Databricks (DBRX)","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"databricks.com","source":"source"},{"label":"Location","value":"New York City, New York","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting for databricks","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"}],"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://databricks.com/company/careers/open-positions/job?gh_jid=8614863002"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-01T07:12:21.270906+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0/signal.json","dossier_json":"https://onlylabs.fyi/labs/databricks/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/databricks/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/databricks/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/f9fb94a2-4515-45c9-a8b0-839001a1e3e0/signal.json","required":true},{"label":"source","url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8614863002","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/databricks/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/databricks/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 Databricks (DBRX)'s job signal \"Staff Machine Learning Engineer, CustomerLake (ML/LLM)\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"opened","object":"role Staff Machine Learning Engineer, CustomerLake (ML/LLM)","text":"Databricks (DBRX) opened role Staff Machine Learning Engineer, CustomerLake (ML/LLM)."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"is classified as","object":"job signal","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) is classified as job signal."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"belongs to","object":"hiring desk","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) belongs to hiring desk."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has context","object":"New York City, New York","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has context New York City, New York."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has evidence coverage 1 captured evidence page."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has captured page count","object":"1","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has captured page count 1."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has readable page count","object":"1","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has readable page count 1."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has related signal count","object":"6","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has related signal count 6."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","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":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has source host","object":"databricks.com","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has source host databricks.com."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has lab","object":"Databricks (DBRX)","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has lab Databricks (DBRX)."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has signal desk","object":"hiring","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has signal desk hiring."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has source host","object":"databricks.com","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has source host databricks.com."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has location","object":"New York City, New York","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has location New York City, New York."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has ats","object":"greenhouse","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has ats greenhouse."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has notability","object":"Routine job posting for databricks","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has notability Routine job posting for databricks."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has watch term","object":"Eval methodology","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has watch term Eval methodology."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has watch term","object":"Data pipeline","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Databricks (DBRX) opened Staff Machine Learning Engineer, CustomerLake (ML/LLM) (New York City, New York). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location New York City, New York · Routine job posting for databricks. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"opened","object":"role Staff Machine Learning Engineer, CustomerLake (ML/LLM)","text":"Databricks (DBRX) opened role Staff Machine Learning Engineer, CustomerLake (ML/LLM)."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"is classified as","object":"job signal","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) is classified as job signal."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"belongs to","object":"hiring desk","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) belongs to hiring desk."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has context","object":"New York City, New York","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has context New York City, New York."},{"subject":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Staff Machine Learning Engineer, CustomerLake (ML/LLM) has evidence coverage 1 captured evidence page."}]},"signal":{"id":"f9fb94a2-4515-45c9-a8b0-839001a1e3e0","url":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0","json_url":"https://onlylabs.fyi/signals/f9fb94a2-4515-45c9-a8b0-839001a1e3e0/signal.json","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8614863002","title":"Staff Machine Learning Engineer, CustomerLake (ML/LLM)","summary":"Databricks (DBRX) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"New York City, New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:05+00:00","first_seen_at":"2026-07-01T07:10:37.040136+00:00","date_source":"greenhouse.updated_at","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://databricks.com/company/careers/open-positions/job?gh_jid=8614863002"]},"facets":{"location":"New York City, New York","ats":"greenhouse"},"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://databricks.com/company/careers/open-positions/job?gh_jid=8614863002","final_url":"https://www.databricks.com/company/careers/engineering/staff-software-engineer---ai-ml-8614863002?gh_jid=8614863002","title":"Staff Software Engineer - AI/ML","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-07-01T07:12:21.270906+00:00","bytes":697146,"raw_path":"de15ca49b52fd0f52a2d7acb37da49a8e104bf347eb31f290df43d1feea1d4d6.html","content_hash":"c75de1ede46ef7295255dfe9b4de52806c6a9113850ada3fba41975e2983bd7a","excerpt_chars":1200,"truncated":true,"excerpt":"Staff Software Engineer - AI/ML - Databricks Skip to main content Overview Culture Benefits Diversity Engineering Research Students & new grads Back to search results Staff Software Engineer - AI/ML New York City, New York Apply now Staff Machine Learning Engineer, CustomerLake (ML/LLM) RDQ427R109 At Databricks, we are passionate about enabling data teams to solve the world's toughest problems — from making the next mode of transportation a reality to accelerating the development of medical breakthroughs. We do this by building and running the world's best Data Intelligence Platform so our customers can use deep data insights to improve their business. Founded by engineers — and customer obsessed — we leap at every opportunity to tackle technical challenges, from designing next-gen UI/UX for interfacing with data to scaling our services and infrastructure across millions of virtual machines. And we're only getting started. As one of the first engineers in the NYC Engineering office, you'll join a small, nimble team building new products from the ground up. We're building CustomerLake, the Customer Data Platform on Databricks, to bring enterprise-grade ML and AI personalization to..."},"evidence_pages":[],"related_signals":[{"id":"7e7dc14d-3fe3-4697-a3ab-eda9b5c9f8fd","url":"https://onlylabs.fyi/signals/7e7dc14d-3fe3-4697-a3ab-eda9b5c9f8fd","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8099751002","title":"AI Engineer - FDE (Forward Deployed Engineer)","context":"Remote - India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-25T02:31:16+00:00","first_seen_at":"2026-06-06T07:00:35.609253+00:00","date_source":"greenhouse.updated_at"},{"id":"7c23aa26-9a89-4c37-b02b-21697b608e5a","url":"https://onlylabs.fyi/signals/7c23aa26-9a89-4c37-b02b-21697b608e5a","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8637783002","title":"Solutions Architect","context":"Delhi, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:06+00:00","first_seen_at":"2026-07-22T07:10:36.772867+00:00","date_source":"greenhouse.updated_at"},{"id":"eb309edb-cbd9-46da-a364-cc32c09cf14b","url":"https://onlylabs.fyi/signals/eb309edb-cbd9-46da-a364-cc32c09cf14b","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8632282002","title":"Director, International Communications","context":"London, United Kingdom","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:06+00:00","first_seen_at":"2026-07-22T07:10:36.772867+00:00","date_source":"greenhouse.updated_at"},{"id":"a3e06b9d-01db-4aa0-902d-a4a4bdb9ab77","url":"https://onlylabs.fyi/signals/a3e06b9d-01db-4aa0-902d-a4a4bdb9ab77","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8633741002","title":"Solutions Architect - Public Sector (SLED)","context":"Remote - Texas","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:06+00:00","first_seen_at":"2026-07-22T07:10:36.772867+00:00","date_source":"greenhouse.updated_at"},{"id":"1f0eb6f0-d4a8-44b0-9fac-6eab811c021e","url":"https://onlylabs.fyi/signals/1f0eb6f0-d4a8-44b0-9fac-6eab811c021e","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8633227002","title":"Solutions Architect","context":"Central - United States","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:06+00:00","first_seen_at":"2026-07-21T07:10:36.231108+00:00","date_source":"greenhouse.updated_at"},{"id":"1f72033f-ee41-406e-a925-fa0ba5ad048c","url":"https://onlylabs.fyi/signals/1f72033f-ee41-406e-a925-fa0ba5ad048c","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8632403002","title":"Alliance RVP, McKinsey","context":"Atlanta, Georgia; Boston, Massachusetts; Chicago, Illinois; Dallas, Texas; New York City, New York; San Francisco, California; Seattle, Washington","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-07-24T23:29:06+00:00","first_seen_at":"2026-07-16T07:10:36.630069+00:00","date_source":"greenhouse.updated_at"}]}