{"schema_version":"onlylabs.public_signal.v1","title":"Scaleway Job: Head of Operations GPU Cloud","description":"Scaleway job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975","json_url":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975/signal.json","generated_at":"2026-09-10T00:55:13.035Z","evidence_latest_fetched_at":"2026-08-06T07:12:38.651863+00:00","signal_first_seen_at":"2026-08-06T07:10:36.622454+00:00","org":{"slug":"scaleway","name":"Scaleway","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/scaleway","dossier_json_url":"https://onlylabs.fyi/labs/scaleway/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975","signal_json":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975/signal.json","source":"https://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","lab_dossier":"https://onlylabs.fyi/labs/scaleway","lab_dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis":"https://onlylabs.fyi/analysis/scaleway","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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":"Scaleway opened Head of Operations GPU Cloud (Paris). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team GPU Cloud · location Paris · Routine job opening, not a model or research event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","source_host":"jobs.lever.co","occurred_at":"2026-06-30T14:23:58.647+00:00","first_seen_at":"2026-08-06T07:10:36.622454+00:00","date_source":"lever.createdAt","context":"Paris"},"context_markers":[{"label":"Lab","value":"Scaleway","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.lever.co","source":"source"},{"label":"Team","value":"GPU Cloud","source":"signal"},{"label":"Location","value":"Paris","source":"signal"},{"label":"ATS","value":"lever","source":"source"},{"label":"Notability","value":"Routine job opening, not a model or research event.","source":"signal"},{"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://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-06T07:12:38.651863+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975/signal.json","dossier_json":"https://onlylabs.fyi/labs/scaleway/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/scaleway/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/scaleway/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/a7d5e3c8-335e-480d-9585-91f17cd06975/signal.json","required":true},{"label":"source","url":"https://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/scaleway/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/scaleway/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 Scaleway's job signal \"Head of Operations GPU Cloud\" for neocloud strategy."},"semantic_triples":[{"subject":"Scaleway","predicate":"opened","object":"role Head of Operations GPU Cloud","text":"Scaleway opened role Head of Operations GPU Cloud."},{"subject":"Head of Operations GPU Cloud","predicate":"is classified as","object":"job signal","text":"Head of Operations GPU Cloud is classified as job signal."},{"subject":"Head of Operations GPU Cloud","predicate":"belongs to","object":"hiring desk","text":"Head of Operations GPU Cloud belongs to hiring desk."},{"subject":"Head of Operations GPU Cloud","predicate":"has context","object":"Paris","text":"Head of Operations GPU Cloud has context Paris."},{"subject":"Head of Operations GPU Cloud","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Head of Operations GPU Cloud has evidence coverage 1 captured evidence page."},{"subject":"Head of Operations GPU Cloud","predicate":"has captured page count","object":"1","text":"Head of Operations GPU Cloud has captured page count 1."},{"subject":"Head of Operations GPU Cloud","predicate":"has readable page count","object":"1","text":"Head of Operations GPU Cloud has readable page count 1."},{"subject":"Head of Operations GPU Cloud","predicate":"has related signal count","object":"6","text":"Head of Operations GPU Cloud has related signal count 6."},{"subject":"Head of Operations GPU Cloud","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":"Head of Operations GPU Cloud has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Head of Operations GPU Cloud","predicate":"has source host","object":"jobs.lever.co","text":"Head of Operations GPU Cloud has source host jobs.lever.co."},{"subject":"Head of Operations GPU Cloud","predicate":"has lab","object":"Scaleway","text":"Head of Operations GPU Cloud has lab Scaleway."},{"subject":"Head of Operations GPU Cloud","predicate":"has signal desk","object":"hiring","text":"Head of Operations GPU Cloud has signal desk hiring."},{"subject":"Head of Operations GPU Cloud","predicate":"has source host","object":"jobs.lever.co","text":"Head of Operations GPU Cloud has source host jobs.lever.co."},{"subject":"Head of Operations GPU Cloud","predicate":"has team","object":"GPU Cloud","text":"Head of Operations GPU Cloud has team GPU Cloud."},{"subject":"Head of Operations GPU Cloud","predicate":"has location","object":"Paris","text":"Head of Operations GPU Cloud has location Paris."},{"subject":"Head of Operations GPU Cloud","predicate":"has ats","object":"lever","text":"Head of Operations GPU Cloud has ats lever."},{"subject":"Head of Operations GPU Cloud","predicate":"has notability","object":"Routine job opening, not a model or research event.","text":"Head of Operations GPU Cloud has notability Routine job opening, not a model or research event.."},{"subject":"Head of Operations GPU Cloud","predicate":"has watch term","object":"Infrastructure","text":"Head of Operations GPU Cloud has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Scaleway opened Head of Operations GPU Cloud (Paris). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team GPU Cloud · location Paris · Routine job opening, not a model or research event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Scaleway","predicate":"opened","object":"role Head of Operations GPU Cloud","text":"Scaleway opened role Head of Operations GPU Cloud."},{"subject":"Head of Operations GPU Cloud","predicate":"is classified as","object":"job signal","text":"Head of Operations GPU Cloud is classified as job signal."},{"subject":"Head of Operations GPU Cloud","predicate":"belongs to","object":"hiring desk","text":"Head of Operations GPU Cloud belongs to hiring desk."},{"subject":"Head of Operations GPU Cloud","predicate":"has context","object":"Paris","text":"Head of Operations GPU Cloud has context Paris."},{"subject":"Head of Operations GPU Cloud","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Head of Operations GPU Cloud has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a7d5e3c8-335e-480d-9585-91f17cd06975","url":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975","json_url":"https://onlylabs.fyi/signals/a7d5e3c8-335e-480d-9585-91f17cd06975/signal.json","source_url":"https://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","title":"Head of Operations GPU Cloud","summary":"Scaleway opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-06-30T14:23:58.647+00:00","first_seen_at":"2026-08-06T07:10:36.622454+00:00","date_source":"lever.createdAt","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.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666"]},"facets":{"location":"Paris","team":"GPU Cloud","ats":"lever"},"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.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","final_url":"https://jobs.lever.co/scaleway/ffd00334-2997-46c1-ab10-5bcc75b3d666","title":"Head of Operations GPU Cloud","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-08-06T07:12:38.651863+00:00","bytes":722690,"raw_path":"1ab18093a2a4d87cb737a9fca250284aff4eda0d6ad2ed6921326235c96c7f64.html","content_hash":"66edf81091dc753cb49514afdbffc97772288722565ee7c73ccd5b9848dc1af5","excerpt_chars":1200,"truncated":true,"excerpt":"Scaleway - Head of Operations GPU Cloud Head of Operations GPU Cloud Paris GPU Cloud – GPU Cloud / Full-time (long term) / Hybrid apply for this job WHY WE NEED YOU ? Our growth is driving us to strengthen our GPU Cloud Operations team to build new GPU clusters and establish new operational capabilities. Your mission will be project management of GPU clusters, managing suppliers, and setting up the operational organization in order to achieve targeted autonomy in operating and maintaining GPU clusters. YOUR FUTURE TEAM We work in a collaborative and international environment where the diversity of Scalers, combined with a spirit of sharing, helps bring new projects to life every day, advancing our ambitions together. You will be part of a team of 1 person. The role is highly cross-functional within a close-knit GPU Cloud team, working closely with engineering (15 people), GTM, Ops, and interacting broadly across Scaleway. YOUR DAILY ROUTINE Tasks Direct the project management of GPU clusters Manage and drive suppliers during both project and run phases Oversee day-to-day run tracking with the support of dedicated contributors Organize interfaces and coordination with other..."},"evidence_pages":[],"related_signals":[{"id":"d002af0f-e79b-499c-94fd-b8165b4a4b20","url":"https://onlylabs.fyi/signals/d002af0f-e79b-499c-94fd-b8165b4a4b20","source_url":"https://jobs.lever.co/scaleway/4c52f6fd-9a73-4e4c-bf79-350d7ce64b8e","title":"Account Executive - Poland","context":"Warsaw","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-09-03T14:58:23.954+00:00","first_seen_at":"2026-09-04T07:10:36.793494+00:00","date_source":"lever.createdAt"},{"id":"42e76d96-9ecf-407e-be66-7fb5f1bab02f","url":"https://onlylabs.fyi/signals/42e76d96-9ecf-407e-be66-7fb5f1bab02f","source_url":"https://jobs.lever.co/scaleway/48aa6887-a654-43be-a3c8-45baf18e7d2d","title":"AI Engineer","context":"Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-09-02T11:50:32.312+00:00","first_seen_at":"2026-09-03T07:10:36.760249+00:00","date_source":"lever.createdAt"},{"id":"e1d821a7-81a8-4bf4-ab08-e4284711a48f","url":"https://onlylabs.fyi/signals/e1d821a7-81a8-4bf4-ab08-e4284711a48f","source_url":"https://jobs.lever.co/scaleway/76500afc-9a7a-4f60-8c2b-edf5e48bcb73","title":"Account Executive - Financial & Banking Markets","context":"Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-08-25T13:31:35.708+00:00","first_seen_at":"2026-08-26T07:10:36.596751+00:00","date_source":"lever.createdAt"},{"id":"43578a72-f68e-43c6-93d0-921a4b8bb982","url":"https://onlylabs.fyi/signals/43578a72-f68e-43c6-93d0-921a4b8bb982","source_url":"https://jobs.lever.co/scaleway/34a4a50c-0748-4429-b0d2-64fbe2dbbb72","title":"Presales Solutions Engineer - HPC","context":"Toulouse","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-08-25T13:09:02.759+00:00","first_seen_at":"2026-08-26T07:10:36.596751+00:00","date_source":"lever.createdAt"},{"id":"1286e058-8cff-4592-b79e-5d5ea5462b2a","url":"https://onlylabs.fyi/signals/1286e058-8cff-4592-b79e-5d5ea5462b2a","source_url":"https://jobs.lever.co/scaleway/4b13be1f-566b-4f47-a270-9a356edce24e","title":"IT Workplace - Internship","context":"Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-08-24T12:21:36.352+00:00","first_seen_at":"2026-08-25T07:10:36.626272+00:00","date_source":"lever.createdAt"},{"id":"a34f61f2-75ba-4bd7-bacb-f2b9bb60aac4","url":"https://onlylabs.fyi/signals/a34f61f2-75ba-4bd7-bacb-f2b9bb60aac4","source_url":"https://jobs.lever.co/scaleway/97110e80-c4cb-4534-84bf-2960ae45ab51","title":"Head of Engineering - GPU Cloud","context":"Paris","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"scaleway","name":"Scaleway","category":"neocloud"},"occurred_at":"2026-08-21T14:00:53.362+00:00","first_seen_at":"2026-08-22T07:10:37.038335+00:00","date_source":"lever.createdAt"}]}