{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Software Engineer - Full Stack","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81","json_url":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81/signal.json","generated_at":"2026-08-28T17:46:45.131Z","evidence_latest_fetched_at":"2026-08-19T07:12:43.438123+00:00","signal_first_seen_at":"2026-08-19T07:10:44.081248+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/c82df429-5d6c-4bac-8fd6-7f0c6af8db81","signal_json":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81/signal.json","source":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","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 Software Engineer - Full Stack (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Core Product · location Seoul · Routine job opening, not a notable AI event.. 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/4abd3a9b-b655-4095-a151-b6da2922f2f5","source_host":"jobs.ashbyhq.com","occurred_at":"2026-08-18T13:44:07.201+00:00","first_seen_at":"2026-08-19T07:10:44.081248+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":"Core Product","source":"signal"},{"label":"Location","value":"Seoul","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, not a notable AI event.","source":"signal"},{"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/4abd3a9b-b655-4095-a151-b6da2922f2f5"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-19T07:12:43.438123+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81/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/c82df429-5d6c-4bac-8fd6-7f0c6af8db81/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","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 \"Software Engineer - Full Stack\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer - Full Stack","text":"FriendliAI opened role Software Engineer - Full Stack."},{"subject":"Software Engineer - Full Stack","predicate":"is classified as","object":"job signal","text":"Software Engineer - Full Stack is classified as job signal."},{"subject":"Software Engineer - Full Stack","predicate":"belongs to","object":"hiring desk","text":"Software Engineer - Full Stack belongs to hiring desk."},{"subject":"Software Engineer - Full Stack","predicate":"has context","object":"Seoul","text":"Software Engineer - Full Stack has context Seoul."},{"subject":"Software Engineer - Full Stack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer - Full Stack has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer - Full Stack","predicate":"has captured page count","object":"1","text":"Software Engineer - Full Stack has captured page count 1."},{"subject":"Software Engineer - Full Stack","predicate":"has readable page count","object":"1","text":"Software Engineer - Full Stack has readable page count 1."},{"subject":"Software Engineer - Full Stack","predicate":"has related signal count","object":"6","text":"Software Engineer - Full Stack has related signal count 6."},{"subject":"Software Engineer - Full Stack","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":"Software Engineer - Full Stack has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Software Engineer - Full Stack","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer - Full Stack has source host jobs.ashbyhq.com."},{"subject":"Software Engineer - Full Stack","predicate":"has lab","object":"FriendliAI","text":"Software Engineer - Full Stack has lab FriendliAI."},{"subject":"Software Engineer - Full Stack","predicate":"has signal desk","object":"hiring","text":"Software Engineer - Full Stack has signal desk hiring."},{"subject":"Software Engineer - Full Stack","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer - Full Stack has source host jobs.ashbyhq.com."},{"subject":"Software Engineer - Full Stack","predicate":"has team","object":"Core Product","text":"Software Engineer - Full Stack has team Core Product."},{"subject":"Software Engineer - Full Stack","predicate":"has location","object":"Seoul","text":"Software Engineer - Full Stack has location Seoul."},{"subject":"Software Engineer - Full Stack","predicate":"has ats","object":"ashby","text":"Software Engineer - Full Stack has ats ashby."},{"subject":"Software Engineer - Full Stack","predicate":"has notability","object":"Routine job opening, not a notable AI event.","text":"Software Engineer - Full Stack has notability Routine job opening, not a notable AI event.."},{"subject":"Software Engineer - Full Stack","predicate":"has watch term","object":"Infrastructure","text":"Software Engineer - Full Stack has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Software Engineer - Full Stack (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Core Product · location Seoul · Routine job opening, not a notable AI event.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer - Full Stack","text":"FriendliAI opened role Software Engineer - Full Stack."},{"subject":"Software Engineer - Full Stack","predicate":"is classified as","object":"job signal","text":"Software Engineer - Full Stack is classified as job signal."},{"subject":"Software Engineer - Full Stack","predicate":"belongs to","object":"hiring desk","text":"Software Engineer - Full Stack belongs to hiring desk."},{"subject":"Software Engineer - Full Stack","predicate":"has context","object":"Seoul","text":"Software Engineer - Full Stack has context Seoul."},{"subject":"Software Engineer - Full Stack","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer - Full Stack has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c82df429-5d6c-4bac-8fd6-7f0c6af8db81","url":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81","json_url":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","title":"Software Engineer - Full Stack","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":"2026-08-18T13:44:07.201+00:00","first_seen_at":"2026-08-19T07:10:44.081248+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/4abd3a9b-b655-4095-a151-b6da2922f2f5"]},"facets":{"location":"Seoul","team":"Core Product","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":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","final_url":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","title":"Software Engineer - Full Stack","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-19T07:12:43.438123+00:00","bytes":11793,"raw_path":"1f10d96a8d33f8fb645efdff4c531e0f0f805d0eb4050cff5c03edab44da61a8.json","content_hash":"4ac4a732478fa7ec12d9880a798478644d5c25fdfbf08eccb69869659f9878e1","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer - Full Stack Team: Core Product Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-08-18T13:44:07.201+00:00 ABOUT FRIENDLIAI FriendliAI is the fastest inference cloud for agents, built to run frontier open-weight models at scale in production. It delivers up to 7x faster output token speed, up to 90% lower inference costs, and 99.99% uptime across the most demanding agent workloads — long-context inference, real-time streaming, and accurate tool calling. We are a small, fast-moving team doing work that matters at one of the most exciting moments in the history of technology. With our world-class inference stack, we are building the platform teams can actually rely on. ABOUT THE ROLE We're seeking a Full-Stack Software Engineer to design, build, and scale our web platform, which serves as the core interface for deploying multimodal models, observing workloads, and building agent workflows. You'll own how customers experience the platform end-to-end- signing up, authenticating, managing access across an organization, and understanding what they're being billed for - from the services and data models through to the interface...."},"evidence_pages":[],"related_signals":[{"id":"d651dd2b-8e78-4656-ad1a-79041dbcadff","url":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff","source_url":"https://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","title":"Software Engineer – Cloud Infrastructure","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-08-12T20:19:49.882+00:00","first_seen_at":"2026-08-13T07:10:44.018636+00:00","date_source":"ashby.publishedAt"},{"id":"b83deadc-49c3-430d-94bd-d6a4dd7761c1","url":"https://onlylabs.fyi/signals/b83deadc-49c3-430d-94bd-d6a4dd7761c1","source_url":"https://jobs.ashbyhq.com/friendliai/9a0d8751-64bb-48e6-8ee7-bd2b92f08377","title":"Software Engineer - Cloud Infrastructure","context":"Seoul","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-08-07T02:37:05.59+00:00","first_seen_at":"2026-08-07T07:10:43.637957+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":"2026-07-28T21:21:28.332+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"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":"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"}]}