{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Software Engineer – Cloud Infrastructure","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff","json_url":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff/signal.json","generated_at":"2026-08-28T17:46:55.308Z","evidence_latest_fetched_at":"2026-08-13T07:12:31.200344+00:00","signal_first_seen_at":"2026-08-13T07:10:44.018636+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/d651dd2b-8e78-4656-ad1a-79041dbcadff","signal_json":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff/signal.json","source":"https://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","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 – Cloud Infrastructure (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location San Francisco · Routine job posting, not an AI-lab 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/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","source_host":"jobs.ashbyhq.com","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","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":"Infrastructure","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, not an AI-lab event.","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://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-13T07:12:31.200344+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff/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/d651dd2b-8e78-4656-ad1a-79041dbcadff/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","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 – Cloud Infrastructure\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer – Cloud Infrastructure","text":"FriendliAI opened role Software Engineer – Cloud Infrastructure."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"is classified as","object":"job signal","text":"Software Engineer – Cloud Infrastructure is classified as job signal."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Cloud Infrastructure belongs to hiring desk."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has context","object":"San Francisco","text":"Software Engineer – Cloud Infrastructure has context San Francisco."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Cloud Infrastructure has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has captured page count","object":"1","text":"Software Engineer – Cloud Infrastructure has captured page count 1."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has readable page count","object":"1","text":"Software Engineer – Cloud Infrastructure has readable page count 1."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has related signal count","object":"6","text":"Software Engineer – Cloud Infrastructure has related signal count 6."},{"subject":"Software Engineer – Cloud Infrastructure","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 – Cloud Infrastructure 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 – Cloud Infrastructure","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Cloud Infrastructure has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has lab","object":"FriendliAI","text":"Software Engineer – Cloud Infrastructure has lab FriendliAI."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has signal desk","object":"hiring","text":"Software Engineer – Cloud Infrastructure has signal desk hiring."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Cloud Infrastructure has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has team","object":"Infrastructure","text":"Software Engineer – Cloud Infrastructure has team Infrastructure."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has location","object":"San Francisco","text":"Software Engineer – Cloud Infrastructure has location San Francisco."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has ats","object":"ashby","text":"Software Engineer – Cloud Infrastructure has ats ashby."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has notability","object":"Routine job posting, not an AI-lab event.","text":"Software Engineer – Cloud Infrastructure has notability Routine job posting, not an AI-lab event.."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has watch term","object":"Infrastructure","text":"Software Engineer – Cloud Infrastructure has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Software Engineer – Cloud Infrastructure (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Infrastructure · location San Francisco · Routine job posting, not an AI-lab 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 – Cloud Infrastructure","text":"FriendliAI opened role Software Engineer – Cloud Infrastructure."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"is classified as","object":"job signal","text":"Software Engineer – Cloud Infrastructure is classified as job signal."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Cloud Infrastructure belongs to hiring desk."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has context","object":"San Francisco","text":"Software Engineer – Cloud Infrastructure has context San Francisco."},{"subject":"Software Engineer – Cloud Infrastructure","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Cloud Infrastructure has evidence coverage 1 captured evidence page."}]},"signal":{"id":"d651dd2b-8e78-4656-ad1a-79041dbcadff","url":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff","json_url":"https://onlylabs.fyi/signals/d651dd2b-8e78-4656-ad1a-79041dbcadff/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","title":"Software Engineer – Cloud Infrastructure","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":"2026-08-12T20:19:49.882+00:00","first_seen_at":"2026-08-13T07:10:44.018636+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/c1ecbef9-5358-4c76-8aec-c0fac659c5b9"]},"facets":{"location":"San Francisco","team":"Infrastructure","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/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","final_url":"https://jobs.ashbyhq.com/friendliai/c1ecbef9-5358-4c76-8aec-c0fac659c5b9","title":"Software Engineer – Cloud Infrastructure","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-08-13T07:12:31.200344+00:00","bytes":12743,"raw_path":"9d9ae5d983b0698d4a651dfbfe13b5d6715f20216c2f2710bb4f2c3443ab8931.json","content_hash":"460ecab09ab8ec49964549dee95b141bcbbf6d291a466c4508786580f966f290","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Cloud Infrastructure Team: Infrastructure Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-08-12T20:19:49.882+00:00 ABOUT THE JOB FriendliAI is looking for a Cloud Infrastructure Engineer to own the architecture and evolution of the cluster platform behind our GPU-accelerated AI inference cloud. As a Software Engineer, Cloud Infrastructure, you will design how our clusters are built and connected, extend Kubernetes where its defaults fall short, and own the network path that inference traffic depends on. Inference is an unforgiving workload for Kubernetes. Traffic is bursty and latency-sensitive, GPU capacity is scarce and inelastic, tenants must stay isolated, and multi-node serving depends on the network holding up under sustained load. This is a hands-on architecture role for an engineer who has already run large clusters in production and wants to push them further. KEY RESPONSIBILITIES Cluster Architecture - Own the architecture of our multi-cluster, multi-tenant Kubernetes fleet across both managed and self-managed clusters: cluster topology, control plane and etcd lifecycle, and zero-downtime upgrades...."},"evidence_pages":[],"related_signals":[{"id":"c82df429-5d6c-4bac-8fd6-7f0c6af8db81","url":"https://onlylabs.fyi/signals/c82df429-5d6c-4bac-8fd6-7f0c6af8db81","source_url":"https://jobs.ashbyhq.com/friendliai/4abd3a9b-b655-4095-a151-b6da2922f2f5","title":"Software Engineer - Full Stack","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"},{"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"}]}