{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Customer Success Engineer (contract based)","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c","json_url":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c/signal.json","generated_at":"2026-06-11T04:12:52.152917+00:00","org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/friendliai","dossier_json_url":"https://onlylabs.fyi/labs/friendliai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c","signal_json":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c/signal.json","source":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","lab_dossier":"https://onlylabs.fyi/labs/friendliai","lab_dossier_json":"https://onlylabs.fyi/labs/friendliai/dossier.json","analysis":"https://onlylabs.fyi/analysis/friendliai","analysis_json":"https://onlylabs.fyi/analysis/friendliai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/friendliai/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":"FriendliAI opened Customer Success Engineer (contract based) (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Applied Engineering · location Seoul · Routine job posting.. 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/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","source_host":"jobs.ashbyhq.com","occurred_at":"2026-04-17T08:53:46.757+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt","context":"Seoul"},"context_markers":[{"label":"Lab","value":"FriendliAI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Applied Engineering","source":"signal"},{"label":"Location","value":"Seoul","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting.","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"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/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:12:52.152917+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c/signal.json","dossier_json":"https://onlylabs.fyi/labs/friendliai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/friendliai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/friendliai/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/c882c95f-e4f9-4de6-bd15-a3aff2aa039c/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/friendliai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/friendliai/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 FriendliAI's job signal \"Customer Success Engineer (contract based)\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Customer Success Engineer (contract based)","text":"FriendliAI opened role Customer Success Engineer (contract based)."},{"subject":"Customer Success Engineer (contract based)","predicate":"is classified as","object":"job signal","text":"Customer Success Engineer (contract based) is classified as job signal."},{"subject":"Customer Success Engineer (contract based)","predicate":"belongs to","object":"hiring desk","text":"Customer Success Engineer (contract based) belongs to hiring desk."},{"subject":"Customer Success Engineer (contract based)","predicate":"has context","object":"Seoul","text":"Customer Success Engineer (contract based) has context Seoul."},{"subject":"Customer Success Engineer (contract based)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Customer Success Engineer (contract based) has evidence coverage 1 captured evidence page."},{"subject":"Customer Success Engineer (contract based)","predicate":"has captured page count","object":"1","text":"Customer Success Engineer (contract based) has captured page count 1."},{"subject":"Customer Success Engineer (contract based)","predicate":"has readable page count","object":"1","text":"Customer Success Engineer (contract based) has readable page count 1."},{"subject":"Customer Success Engineer (contract based)","predicate":"has related signal count","object":"6","text":"Customer Success Engineer (contract based) has related signal count 6."},{"subject":"Customer Success Engineer (contract based)","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":"Customer Success Engineer (contract based) has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Customer Success Engineer (contract based)","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Customer Success Engineer (contract based) has source host jobs.ashbyhq.com."},{"subject":"Customer Success Engineer (contract based)","predicate":"has lab","object":"FriendliAI","text":"Customer Success Engineer (contract based) has lab FriendliAI."},{"subject":"Customer Success Engineer (contract based)","predicate":"has signal desk","object":"hiring","text":"Customer Success Engineer (contract based) has signal desk hiring."},{"subject":"Customer Success Engineer (contract based)","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Customer Success Engineer (contract based) has source host jobs.ashbyhq.com."},{"subject":"Customer Success Engineer (contract based)","predicate":"has team","object":"Applied Engineering","text":"Customer Success Engineer (contract based) has team Applied Engineering."},{"subject":"Customer Success Engineer (contract based)","predicate":"has location","object":"Seoul","text":"Customer Success Engineer (contract based) has location Seoul."},{"subject":"Customer Success Engineer (contract based)","predicate":"has ats","object":"ashby","text":"Customer Success Engineer (contract based) has ats ashby."},{"subject":"Customer Success Engineer (contract based)","predicate":"has notability","object":"Routine job posting.","text":"Customer Success Engineer (contract based) has notability Routine job posting.."},{"subject":"Customer Success Engineer (contract based)","predicate":"has watch term","object":"Model card","text":"Customer Success Engineer (contract based) has watch term Model card."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Customer Success Engineer (contract based) (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Applied Engineering · location Seoul · Routine job posting.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Customer Success Engineer (contract based)","text":"FriendliAI opened role Customer Success Engineer (contract based)."},{"subject":"Customer Success Engineer (contract based)","predicate":"is classified as","object":"job signal","text":"Customer Success Engineer (contract based) is classified as job signal."},{"subject":"Customer Success Engineer (contract based)","predicate":"belongs to","object":"hiring desk","text":"Customer Success Engineer (contract based) belongs to hiring desk."},{"subject":"Customer Success Engineer (contract based)","predicate":"has context","object":"Seoul","text":"Customer Success Engineer (contract based) has context Seoul."},{"subject":"Customer Success Engineer (contract based)","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Customer Success Engineer (contract based) has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c882c95f-e4f9-4de6-bd15-a3aff2aa039c","url":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c","json_url":"https://onlylabs.fyi/signals/c882c95f-e4f9-4de6-bd15-a3aff2aa039c/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","title":"Customer Success Engineer (contract based)","summary":"FriendliAI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-04-17T08:53:46.757+00:00","first_seen_at":"2026-06-05T22:32:11.264665+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/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7"]},"facets":{"location":"Seoul","team":"Applied 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":{"url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","final_url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","title":"Customer Success Engineer (contract based)","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:52.152917+00:00","bytes":10023,"raw_path":"5891edfaa663e39a17bf88aff90aaa5df6c30cf98640443df3f10951bd08b612.json","content_hash":"1dffda8b60eaf5f86279a61953154012950957e1d410ef7db256029f91681a99","excerpt_chars":1200,"truncated":true,"excerpt":"Customer Success Engineer (contract based) Team: Applied Engineering Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T08:53:46.757+00:00 ABOUT THE JOB FriendliAI is seeking a Customer Success Engineer to act as the technical liaison between our customers and the engineering team behind our large-scale AI inference platform. You’ll help developers and enterprises deploy, scale, and optimize generative and agentic AI workloads running on FriendliAI infrastructure. In this role, you will act as a trusted technical advisor to our users, ensuring smooth onboarding, ongoing support, and optimal product usage. You will collaborate across product, engineering, and support teams to represent the customer's voice and help shape a delightful developer experience. [Note] This is a 6-month contract position, and contract extension may be discussed based on performance during the employment period. KEY RESPONSIBILITIES - Guide new users through onboarding, setup, and best practices - Document technical learnings, common patterns, and solutions derived from real customer interactions - Transform lessons learned into precise, actionable knowledge..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","final_url":"https://jobs.ashbyhq.com/friendliai/11f5ea91-9775-48a8-aca6-0438de737fd7","title":"Customer Success Engineer (contract based)","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:52.152917+00:00","bytes":10023,"raw_path":"5891edfaa663e39a17bf88aff90aaa5df6c30cf98640443df3f10951bd08b612.json","content_hash":"1dffda8b60eaf5f86279a61953154012950957e1d410ef7db256029f91681a99","excerpt_chars":1200,"truncated":true,"excerpt":"Customer Success Engineer (contract based) Team: Applied Engineering Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-04-17T08:53:46.757+00:00 ABOUT THE JOB FriendliAI is seeking a Customer Success Engineer to act as the technical liaison between our customers and the engineering team behind our large-scale AI inference platform. You’ll help developers and enterprises deploy, scale, and optimize generative and agentic AI workloads running on FriendliAI infrastructure. In this role, you will act as a trusted technical advisor to our users, ensuring smooth onboarding, ongoing support, and optimal product usage. You will collaborate across product, engineering, and support teams to represent the customer's voice and help shape a delightful developer experience. [Note] This is a 6-month contract position, and contract extension may be discussed based on performance during the employment period. KEY RESPONSIBILITIES - Guide new users through onboarding, setup, and best practices - Document technical learnings, common patterns, and solutions derived from real customer interactions - Transform lessons learned into precise, actionable knowledge..."}],"related_signals":[{"id":"e9e6fc29-2685-42e5-afab-0c7735c603c1","url":"https://onlylabs.fyi/signals/e9e6fc29-2685-42e5-afab-0c7735c603c1","source_url":"https://jobs.ashbyhq.com/friendliai/e5c4337b-338d-43e6-9bda-b82178acc3d1","title":"Account Executive","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-06-10T20:55:54.847+00:00","first_seen_at":"2026-06-11T07:01:27.717609+00:00","date_source":"ashby.publishedAt"},{"id":"2d915114-6da5-41c9-bff8-c3a24625cff4","url":"https://onlylabs.fyi/signals/2d915114-6da5-41c9-bff8-c3a24625cff4","source_url":"https://jobs.ashbyhq.com/friendliai/8d4ac792-7b6b-4503-84a0-a321ee68fe71","title":"Developer Advocate ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-05-13T15:36:58.434+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"id":"9f2f4219-c64f-48b4-8acd-3c07a330b610","url":"https://onlylabs.fyi/signals/9f2f4219-c64f-48b4-8acd-3c07a330b610","source_url":"https://jobs.ashbyhq.com/friendliai/24a3b46f-6afd-4410-91ec-b51ef0ee8317","title":"Software Engineer – Python Developer Tools","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-04-29T05:46:13.52+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"id":"07534905-b62d-4e23-9d42-5a2d13d5e997","url":"https://onlylabs.fyi/signals/07534905-b62d-4e23-9d42-5a2d13d5e997","source_url":"https://jobs.ashbyhq.com/friendliai/9df44597-ee03-4504-8bed-a842b6135b09","title":"Developer Advocate ","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-04-24T08:11:24.498+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"id":"5a7c0cf3-2090-4b41-9685-bee46001257e","url":"https://onlylabs.fyi/signals/5a7c0cf3-2090-4b41-9685-bee46001257e","source_url":"https://jobs.ashbyhq.com/friendliai/cd4dd23b-cf94-46ec-afc3-f84037dca735","title":"Software Engineer – GPU Kernel","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-04-22T02:51:29.86+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"id":"8cc54c03-63fe-49ef-ba5a-239c426ef342","url":"https://onlylabs.fyi/signals/8cc54c03-63fe-49ef-ba5a-239c426ef342","source_url":"https://jobs.ashbyhq.com/friendliai/8da9914d-efe1-4bb1-96a9-a10eceab67fe","title":"Software Engineer – AI Inference Engine","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-04-22T01:29:38.565+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"}]}