{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Job: AI Engineer - FDE (Forward Deployed Engineer)","description":"Databricks (DBRX) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413","json_url":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413/signal.json","generated_at":"2026-06-10T07:04:16.465218+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/9b94cfe1-9a1a-4863-8cab-7bd67c072413","signal_json":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413/signal.json","source":"https://databricks.com/company/careers/open-positions/job?gh_jid=8330188002","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 AI Engineer - FDE (Forward Deployed Engineer) (Melbourne, Australia). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Melbourne, Australia · Routine job opening at 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=8330188002","source_host":"databricks.com","occurred_at":"2026-06-10T00:29:41+00:00","first_seen_at":"2026-06-10T07:01:24.804142+00:00","date_source":"source","context":"Melbourne, Australia"},"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":"Melbourne, Australia","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job opening at 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"},{"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://databricks.com/company/careers/open-positions/job?gh_jid=8330188002"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-10T07:04:16.465218+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413/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/9b94cfe1-9a1a-4863-8cab-7bd67c072413/signal.json","required":true},{"label":"source","url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8330188002","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 \"AI Engineer - FDE (Forward Deployed Engineer)\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"opened","object":"role AI Engineer - FDE (Forward Deployed Engineer)","text":"Databricks (DBRX) opened role AI Engineer - FDE (Forward Deployed Engineer)."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"is classified as","object":"job signal","text":"AI Engineer - FDE (Forward Deployed Engineer) is classified as job signal."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"belongs to","object":"hiring desk","text":"AI Engineer - FDE (Forward Deployed Engineer) belongs to hiring desk."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has context","object":"Melbourne, Australia","text":"AI Engineer - FDE (Forward Deployed Engineer) has context Melbourne, Australia."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Engineer - FDE (Forward Deployed Engineer) has evidence coverage 1 captured evidence page."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has captured page count","object":"1","text":"AI Engineer - FDE (Forward Deployed Engineer) has captured page count 1."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has readable page count","object":"1","text":"AI Engineer - FDE (Forward Deployed Engineer) has readable page count 1."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has related signal count","object":"6","text":"AI Engineer - FDE (Forward Deployed Engineer) has related signal count 6."},{"subject":"AI Engineer - FDE (Forward Deployed 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":"AI Engineer - FDE (Forward Deployed Engineer) has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has source host","object":"databricks.com","text":"AI Engineer - FDE (Forward Deployed Engineer) has source host databricks.com."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has lab","object":"Databricks (DBRX)","text":"AI Engineer - FDE (Forward Deployed Engineer) has lab Databricks (DBRX)."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has signal desk","object":"hiring","text":"AI Engineer - FDE (Forward Deployed Engineer) has signal desk hiring."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has source host","object":"databricks.com","text":"AI Engineer - FDE (Forward Deployed Engineer) has source host databricks.com."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has location","object":"Melbourne, Australia","text":"AI Engineer - FDE (Forward Deployed Engineer) has location Melbourne, Australia."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has ats","object":"greenhouse","text":"AI Engineer - FDE (Forward Deployed Engineer) has ats greenhouse."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has notability","object":"Routine job opening at Databricks","text":"AI Engineer - FDE (Forward Deployed Engineer) has notability Routine job opening at Databricks."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has watch term","object":"Eval methodology","text":"AI Engineer - FDE (Forward Deployed Engineer) has watch term Eval methodology."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has watch term","object":"Data pipeline","text":"AI Engineer - FDE (Forward Deployed Engineer) has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Databricks (DBRX) opened AI Engineer - FDE (Forward Deployed Engineer) (Melbourne, Australia). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Melbourne, Australia · Routine job opening at Databricks. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"opened","object":"role AI Engineer - FDE (Forward Deployed Engineer)","text":"Databricks (DBRX) opened role AI Engineer - FDE (Forward Deployed Engineer)."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"is classified as","object":"job signal","text":"AI Engineer - FDE (Forward Deployed Engineer) is classified as job signal."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"belongs to","object":"hiring desk","text":"AI Engineer - FDE (Forward Deployed Engineer) belongs to hiring desk."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has context","object":"Melbourne, Australia","text":"AI Engineer - FDE (Forward Deployed Engineer) has context Melbourne, Australia."},{"subject":"AI Engineer - FDE (Forward Deployed Engineer)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"AI Engineer - FDE (Forward Deployed Engineer) has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9b94cfe1-9a1a-4863-8cab-7bd67c072413","url":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413","json_url":"https://onlylabs.fyi/signals/9b94cfe1-9a1a-4863-8cab-7bd67c072413/signal.json","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8330188002","title":"AI Engineer - FDE (Forward Deployed Engineer)","summary":"Databricks (DBRX) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Melbourne, Australia","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T00:29:41+00:00","first_seen_at":"2026-06-10T07:01:24.804142+00:00","date_source":"source","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=8330188002"]},"facets":{"location":"Melbourne, Australia","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":{"url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8330188002","final_url":"https://www.databricks.com/company/careers/professional-services-operations/ai-engineer---fde-forward-deployed-engineer-8330188002?gh_jid=8330188002","title":"AI Engineer - FDE (Forward Deployed Engineer)","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-10T07:04:16.465218+00:00","bytes":693933,"raw_path":"80ae8a2efdc260525b6fdc3499d3f2065c7b9c8988ec6f1cfe66071f8de1609c.html","content_hash":"61e1c9e1cec5490e1dc6e98ce16d42288dccfab245b091c5c7f0b62b2b36dafe","excerpt_chars":1200,"truncated":true,"excerpt":"AI Engineer - FDE (Forward Deployed Engineer) - Databricks Skip to main content Overview Culture Benefits Diversity Engineering Research Students & new grads Back to search results AI Engineer - FDE (Forward Deployed Engineer) Melbourne, Australia Apply now CSQ227R47 The AI Forward Deployed Engineering (AI FDE) team is a highly specialized customer-facing AI team at Databricks. 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The impact you will have: Develop cutting-edge GenAI solutions, incorporating the latest techniques from our Mosaic AI Research to solve customer problems..."},"evidence_pages":[{"url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8330188002","final_url":"https://www.databricks.com/company/careers/professional-services-operations/ai-engineer---fde-forward-deployed-engineer-8330188002?gh_jid=8330188002","title":"AI Engineer - FDE (Forward Deployed Engineer)","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-10T07:04:16.465218+00:00","bytes":693933,"raw_path":"80ae8a2efdc260525b6fdc3499d3f2065c7b9c8988ec6f1cfe66071f8de1609c.html","content_hash":"61e1c9e1cec5490e1dc6e98ce16d42288dccfab245b091c5c7f0b62b2b36dafe","excerpt_chars":1200,"truncated":true,"excerpt":"AI Engineer - FDE (Forward Deployed Engineer) - Databricks Skip to main content Overview Culture Benefits Diversity Engineering Research Students & new grads Back to search results AI Engineer - FDE (Forward Deployed Engineer) Melbourne, Australia Apply now CSQ227R47 The AI Forward Deployed Engineering (AI FDE) team is a highly specialized customer-facing AI team at Databricks. We deliver professional services engagements to help our customers build and productionize first-of-its-kind AI applications. We work cross-functionally to shape long-term strategic priorities and initiatives alongside engineering, product, and developer relations, as well as support internal subject matter expert (SME) teams. We view our team as an ensemble: we look for individuals with strong, unique specializations to improve the overall strength of the team. This team is the right fit for you if you love working with customers, teammates, and fueling your curiosity for the latest trends in GenAI, LLMOps, and ML more broadly. Open to remote locations. The impact you will have: Develop cutting-edge GenAI solutions, incorporating the latest techniques from our Mosaic AI Research to solve customer problems..."}],"related_signals":[{"id":"5b0df49c-6fd2-4364-80a3-6c7ac4745d52","url":"https://onlylabs.fyi/signals/5b0df49c-6fd2-4364-80a3-6c7ac4745d52","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8477547002","title":"Sales Specialist - Lakebase","context":"Bengaluru, India; Mumbai, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T05:21:28+00:00","first_seen_at":"2026-06-05T22:32:20.073043+00:00","date_source":"greenhouse.updated_at"},{"id":"85353a67-49b9-4ef5-9891-6b02c716428c","url":"https://onlylabs.fyi/signals/85353a67-49b9-4ef5-9891-6b02c716428c","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8587088002","title":"Sr. Recruiter, GTM – Field Engineering","context":"Bengaluru, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T05:02:16+00:00","first_seen_at":"2026-06-11T07:00:55.733973+00:00","date_source":"greenhouse.updated_at"},{"id":"6399bc22-d011-4364-8203-b4c5ed3c5f85","url":"https://onlylabs.fyi/signals/6399bc22-d011-4364-8203-b4c5ed3c5f85","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8407190002","title":"Sr. Specialist Solutions Architect","context":"Bengaluru, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T04:33:34+00:00","first_seen_at":"2026-06-11T07:00:55.733973+00:00","date_source":"greenhouse.updated_at"},{"id":"3332ecae-c633-4054-988f-de85e39316ef","url":"https://onlylabs.fyi/signals/3332ecae-c633-4054-988f-de85e39316ef","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8585089002","title":"Sr. Solutions Architect - Agencies ","context":"New Jersey; New York City, New York; Northeast - United States; Remote - New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T03:41:21+00:00","first_seen_at":"2026-06-11T07:00:55.733973+00:00","date_source":"greenhouse.updated_at"},{"id":"155fa8b4-e63b-487c-933f-9d24a863d0d0","url":"https://onlylabs.fyi/signals/155fa8b4-e63b-487c-933f-9d24a863d0d0","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8585084002","title":"Solutions Architect - Sports","context":"Central - United States; Minnesota; Northeast - United States; Remote - Illinois; Remote - New York; Remote - Ohio; Remote - Texas","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T03:41:19+00:00","first_seen_at":"2026-06-11T07:00:55.733973+00:00","date_source":"greenhouse.updated_at"},{"id":"9bd23e90-f64a-438e-a999-deae467ba0a0","url":"https://onlylabs.fyi/signals/9bd23e90-f64a-438e-a999-deae467ba0a0","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8582459002","title":"Strategy & Execution AI Specialist","context":"USCA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-11T03:40:22+00:00","first_seen_at":"2026-06-11T07:00:55.733973+00:00","date_source":"greenhouse.updated_at"}]}