{"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/bea3726d-3dd6-4535-b3d7-dcbc30470a91","json_url":"https://onlylabs.fyi/signals/bea3726d-3dd6-4535-b3d7-dcbc30470a91/signal.json","generated_at":"2026-06-11T04:12:52.353172+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/bea3726d-3dd6-4535-b3d7-dcbc30470a91","signal_json":"https://onlylabs.fyi/signals/bea3726d-3dd6-4535-b3d7-dcbc30470a91/signal.json","source":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","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 (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Core Product · location San Francisco · Routine job opening. 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/25429014-12bd-4665-a435-367d71a785c2","source_host":"jobs.ashbyhq.com","occurred_at":"2026-03-27T07:33:54.963+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt","context":"San Francisco"},"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":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening","source":"signal"},{"label":"Watch term","value":"Model card","source":"model"},{"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://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:12:52.353172+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/bea3726d-3dd6-4535-b3d7-dcbc30470a91/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/bea3726d-3dd6-4535-b3d7-dcbc30470a91/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","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":"San Francisco","text":"Software Engineer - Full Stack has context San Francisco."},{"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":"San Francisco","text":"Software Engineer - Full Stack has location San Francisco."},{"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","text":"Software Engineer - Full Stack has notability Routine job opening."},{"subject":"Software Engineer - Full Stack","predicate":"has watch term","object":"Model card","text":"Software Engineer - Full Stack has watch term Model card."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Software Engineer - Full Stack (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Core Product · location San Francisco · Routine job opening. 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":"San Francisco","text":"Software Engineer - Full Stack has context San Francisco."},{"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":"bea3726d-3dd6-4535-b3d7-dcbc30470a91","url":"https://onlylabs.fyi/signals/bea3726d-3dd6-4535-b3d7-dcbc30470a91","json_url":"https://onlylabs.fyi/signals/bea3726d-3dd6-4535-b3d7-dcbc30470a91/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","title":"Software Engineer - Full Stack","summary":"FriendliAI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-03-27T07:33:54.963+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/25429014-12bd-4665-a435-367d71a785c2"]},"facets":{"location":"San Francisco","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":{"url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","final_url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","title":"Software Engineer - Full Stack","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:52.353172+00:00","bytes":10382,"raw_path":"24b0a005bbedaa3c8b759c905f35f5db03a53d481f00324a7e435d1874e304ec.json","content_hash":"375aec3b59bbe6762fe9abb7bd7c583a90f6f1a5ab4625acca412070211bcfaf","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer - Full Stack Team: Core Product Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-27T07:33:54.963+00:00 ABOUT THE JOB We’re seeking a Full-Stack 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. In this role, you’ll work closely with product, infrastructure, and design teams to create high-performance, developer-friendly, and enterprise-ready tools. We are looking for a hands-on engineer who is eager to work at the intersection of infrastructure, developer experience, and AI applications. The ideal candidate is a talented full-stack developer, strong collaborator, and someone who enjoys working across the stack, cares deeply about developer workflows, and is excited to help define the future of AI adoption. KEY RESPONSIBILITIES - Design, build, and maintain web applications and tools for AI model deployment, monitoring, and performance optimization - Develop clean, scalable, and robust APIs powering AI agents, workflows, and user-facing systems - Collaborate with infrastructure engineers..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","final_url":"https://jobs.ashbyhq.com/friendliai/25429014-12bd-4665-a435-367d71a785c2","title":"Software Engineer - Full Stack","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:52.353172+00:00","bytes":10382,"raw_path":"24b0a005bbedaa3c8b759c905f35f5db03a53d481f00324a7e435d1874e304ec.json","content_hash":"375aec3b59bbe6762fe9abb7bd7c583a90f6f1a5ab4625acca412070211bcfaf","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer - Full Stack Team: Core Product Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-27T07:33:54.963+00:00 ABOUT THE JOB We’re seeking a Full-Stack 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. In this role, you’ll work closely with product, infrastructure, and design teams to create high-performance, developer-friendly, and enterprise-ready tools. We are looking for a hands-on engineer who is eager to work at the intersection of infrastructure, developer experience, and AI applications. The ideal candidate is a talented full-stack developer, strong collaborator, and someone who enjoys working across the stack, cares deeply about developer workflows, and is excited to help define the future of AI adoption. KEY RESPONSIBILITIES - Design, build, and maintain web applications and tools for AI model deployment, monitoring, and performance optimization - Develop clean, scalable, and robust APIs powering AI agents, workflows, and user-facing systems - Collaborate with infrastructure engineers..."}],"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"}]}