{"schema_version":"onlylabs.public_signal.v1","title":"Databricks (DBRX) Job: Manager, Forward Deployed Engineering","description":"Databricks (DBRX) job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf","json_url":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf/signal.json","generated_at":"2026-06-10T07:04:08.476454+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/9bd47523-1422-4078-b540-8151fb1033bf","signal_json":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf/signal.json","source":"https://databricks.com/company/careers/open-positions/job?gh_jid=8445817002","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 Manager, Forward Deployed Engineering (Sydney, Australia). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Sydney, 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=8445817002","source_host":"databricks.com","occurred_at":"2026-06-10T00:31:48+00:00","first_seen_at":"2026-06-05T22:32:20.073043+00:00","date_source":"source","context":"Sydney, 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":"Sydney, Australia","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job opening at Databricks","source":"signal"},{"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=8445817002"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-10T07:04:08.476454+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf/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/9bd47523-1422-4078-b540-8151fb1033bf/signal.json","required":true},{"label":"source","url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8445817002","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 \"Manager, Forward Deployed Engineering\" for neocloud strategy."},"semantic_triples":[{"subject":"Databricks (DBRX)","predicate":"opened","object":"role Manager, Forward Deployed Engineering","text":"Databricks (DBRX) opened role Manager, Forward Deployed Engineering."},{"subject":"Manager, Forward Deployed Engineering","predicate":"is classified as","object":"job signal","text":"Manager, Forward Deployed Engineering is classified as job signal."},{"subject":"Manager, Forward Deployed Engineering","predicate":"belongs to","object":"hiring desk","text":"Manager, Forward Deployed Engineering belongs to hiring desk."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has context","object":"Sydney, Australia","text":"Manager, Forward Deployed Engineering has context Sydney, Australia."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Manager, Forward Deployed Engineering has evidence coverage 1 captured evidence page."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has captured page count","object":"1","text":"Manager, Forward Deployed Engineering has captured page count 1."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has readable page count","object":"1","text":"Manager, Forward Deployed Engineering has readable page count 1."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has related signal count","object":"6","text":"Manager, Forward Deployed Engineering has related signal count 6."},{"subject":"Manager, Forward Deployed Engineering","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":"Manager, Forward Deployed Engineering has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has source host","object":"databricks.com","text":"Manager, Forward Deployed Engineering has source host databricks.com."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has lab","object":"Databricks (DBRX)","text":"Manager, Forward Deployed Engineering has lab Databricks (DBRX)."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has signal desk","object":"hiring","text":"Manager, Forward Deployed Engineering has signal desk hiring."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has source host","object":"databricks.com","text":"Manager, Forward Deployed Engineering has source host databricks.com."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has location","object":"Sydney, Australia","text":"Manager, Forward Deployed Engineering has location Sydney, Australia."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has ats","object":"greenhouse","text":"Manager, Forward Deployed Engineering has ats greenhouse."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has notability","object":"Routine job opening at Databricks","text":"Manager, Forward Deployed Engineering has notability Routine job opening at Databricks."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has watch term","object":"Infrastructure","text":"Manager, Forward Deployed Engineering has watch term Infrastructure."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has watch term","object":"Safety and alignment","text":"Manager, Forward Deployed Engineering has watch term Safety and alignment."}]},"intelligence":{"signal_desk":"hiring","answer":"Databricks (DBRX) opened Manager, Forward Deployed Engineering (Sydney, Australia). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Sydney, 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 Manager, Forward Deployed Engineering","text":"Databricks (DBRX) opened role Manager, Forward Deployed Engineering."},{"subject":"Manager, Forward Deployed Engineering","predicate":"is classified as","object":"job signal","text":"Manager, Forward Deployed Engineering is classified as job signal."},{"subject":"Manager, Forward Deployed Engineering","predicate":"belongs to","object":"hiring desk","text":"Manager, Forward Deployed Engineering belongs to hiring desk."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has context","object":"Sydney, Australia","text":"Manager, Forward Deployed Engineering has context Sydney, Australia."},{"subject":"Manager, Forward Deployed Engineering","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Manager, Forward Deployed Engineering has evidence coverage 1 captured evidence page."}]},"signal":{"id":"9bd47523-1422-4078-b540-8151fb1033bf","url":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf","json_url":"https://onlylabs.fyi/signals/9bd47523-1422-4078-b540-8151fb1033bf/signal.json","source_url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8445817002","title":"Manager, Forward Deployed Engineering","summary":"Databricks (DBRX) opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Sydney, Australia","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"databricks","name":"Databricks (DBRX)","category":"neocloud"},"occurred_at":"2026-06-10T00:31:48+00:00","first_seen_at":"2026-06-05T22:32:20.073043+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=8445817002"]},"facets":{"location":"Sydney, 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=8445817002","final_url":"https://www.databricks.com/company/careers/professional-services-operations/manager-forward-deployed-engineering-8445817002?gh_jid=8445817002","title":"Manager, Forward Deployed Engineering","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-10T07:04:08.476454+00:00","bytes":694660,"raw_path":"c981e3dfbb95e4a7ce9dabc2ac83fb31dccef57f9c69a341bc4d240b2e0d09cd.html","content_hash":"60f0efa1e257d3a0a909293bcd8de1205e9797f833543b37f7bb415d46413962","excerpt_chars":1200,"truncated":true,"excerpt":"Manager, Forward Deployed Engineering - Databricks Skip to main content Overview Culture Benefits Diversity Engineering Research Students & new grads Back to search results Manager, Forward Deployed Engineering Sydney, Australia Apply now CSQ327R50 Databricks is redefining what organisations can achieve with data and AI. As the unified platform powering the world's most ambitious data-driven enterprises, we sit at the intersection of cloud migrations, AI transformation, and real-time intelligence—and our customers challenge us every day to go further. As Manager, Forward Deployed Engineering for NSW, you will lead a high-performing team of Forward Deployed Engineers and AI Engineers at the forefront of this transformation. Partnering with Databricks' most strategic enterprise accounts, you will shape how Australia’s leading organisations migrate to the lakehouse, build next-generation AI and GenAI systems, and unlock sustained business value from their data investments. As a people leader, you will build and scale a team that represents Databricks' highest standard of technical excellence and customer impact. Your team will partner with ASX100 enterprises across industries to..."},"evidence_pages":[{"url":"https://databricks.com/company/careers/open-positions/job?gh_jid=8445817002","final_url":"https://www.databricks.com/company/careers/professional-services-operations/manager-forward-deployed-engineering-8445817002?gh_jid=8445817002","title":"Manager, Forward Deployed Engineering","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-10T07:04:08.476454+00:00","bytes":694660,"raw_path":"c981e3dfbb95e4a7ce9dabc2ac83fb31dccef57f9c69a341bc4d240b2e0d09cd.html","content_hash":"60f0efa1e257d3a0a909293bcd8de1205e9797f833543b37f7bb415d46413962","excerpt_chars":1200,"truncated":true,"excerpt":"Manager, Forward Deployed Engineering - Databricks Skip to main content Overview Culture Benefits Diversity Engineering Research Students & new grads Back to search results Manager, Forward Deployed Engineering Sydney, Australia Apply now CSQ327R50 Databricks is redefining what organisations can achieve with data and AI. As the unified platform powering the world's most ambitious data-driven enterprises, we sit at the intersection of cloud migrations, AI transformation, and real-time intelligence—and our customers challenge us every day to go further. As Manager, Forward Deployed Engineering for NSW, you will lead a high-performing team of Forward Deployed Engineers and AI Engineers at the forefront of this transformation. Partnering with Databricks' most strategic enterprise accounts, you will shape how Australia’s leading organisations migrate to the lakehouse, build next-generation AI and GenAI systems, and unlock sustained business value from their data investments. As a people leader, you will build and scale a team that represents Databricks' highest standard of technical excellence and customer impact. Your team will partner with ASX100 enterprises across industries to..."}],"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"}]}