{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Software Engineer – Senior Backend","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb","json_url":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb/signal.json","generated_at":"2026-06-11T04:12:53.673924+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/430133af-6e85-4c31-aa70-9b07c785d1cb","signal_json":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb/signal.json","source":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","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 – Senior Backend (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, no notable traction. 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/5fd918c3-70c8-44f1-b080-2aef9520b312","source_host":"jobs.ashbyhq.com","occurred_at":"2026-03-15T13:31:27.577+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":"Core Product","source":"signal"},{"label":"Location","value":"Seoul","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job opening, no notable traction","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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/5fd918c3-70c8-44f1-b080-2aef9520b312"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:12:53.673924+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb/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/430133af-6e85-4c31-aa70-9b07c785d1cb/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","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 – Senior Backend\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer – Senior Backend","text":"FriendliAI opened role Software Engineer – Senior Backend."},{"subject":"Software Engineer – Senior Backend","predicate":"is classified as","object":"job signal","text":"Software Engineer – Senior Backend is classified as job signal."},{"subject":"Software Engineer – Senior Backend","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Senior Backend belongs to hiring desk."},{"subject":"Software Engineer – Senior Backend","predicate":"has context","object":"Seoul","text":"Software Engineer – Senior Backend has context Seoul."},{"subject":"Software Engineer – Senior Backend","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Senior Backend has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer – Senior Backend","predicate":"has captured page count","object":"1","text":"Software Engineer – Senior Backend has captured page count 1."},{"subject":"Software Engineer – Senior Backend","predicate":"has readable page count","object":"1","text":"Software Engineer – Senior Backend has readable page count 1."},{"subject":"Software Engineer – Senior Backend","predicate":"has related signal count","object":"6","text":"Software Engineer – Senior Backend has related signal count 6."},{"subject":"Software Engineer – Senior Backend","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 – Senior Backend 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 – Senior Backend","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Senior Backend has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Senior Backend","predicate":"has lab","object":"FriendliAI","text":"Software Engineer – Senior Backend has lab FriendliAI."},{"subject":"Software Engineer – Senior Backend","predicate":"has signal desk","object":"hiring","text":"Software Engineer – Senior Backend has signal desk hiring."},{"subject":"Software Engineer – Senior Backend","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Senior Backend has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Senior Backend","predicate":"has team","object":"Core Product","text":"Software Engineer – Senior Backend has team Core Product."},{"subject":"Software Engineer – Senior Backend","predicate":"has location","object":"Seoul","text":"Software Engineer – Senior Backend has location Seoul."},{"subject":"Software Engineer – Senior Backend","predicate":"has ats","object":"ashby","text":"Software Engineer – Senior Backend has ats ashby."},{"subject":"Software Engineer – Senior Backend","predicate":"has notability","object":"Routine job opening, no notable traction","text":"Software Engineer – Senior Backend has notability Routine job opening, no notable traction."},{"subject":"Software Engineer – Senior Backend","predicate":"has watch term","object":"Eval methodology","text":"Software Engineer – Senior Backend has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Software Engineer – Senior Backend (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, no notable traction. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer – Senior Backend","text":"FriendliAI opened role Software Engineer – Senior Backend."},{"subject":"Software Engineer – Senior Backend","predicate":"is classified as","object":"job signal","text":"Software Engineer – Senior Backend is classified as job signal."},{"subject":"Software Engineer – Senior Backend","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Senior Backend belongs to hiring desk."},{"subject":"Software Engineer – Senior Backend","predicate":"has context","object":"Seoul","text":"Software Engineer – Senior Backend has context Seoul."},{"subject":"Software Engineer – Senior Backend","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Senior Backend has evidence coverage 1 captured evidence page."}]},"signal":{"id":"430133af-6e85-4c31-aa70-9b07c785d1cb","url":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb","json_url":"https://onlylabs.fyi/signals/430133af-6e85-4c31-aa70-9b07c785d1cb/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","title":"Software Engineer – Senior Backend","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":"2026-03-15T13:31:27.577+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/5fd918c3-70c8-44f1-b080-2aef9520b312"]},"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":{"url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","final_url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","title":"Software Engineer – Senior Backend","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:53.673924+00:00","bytes":12683,"raw_path":"a0f1a8396ff41bb0bfe8834f425092fa5c4d2d03aca3de93057ea072d5530976.json","content_hash":"b1d4eb6ba6e48eac2e689a960963f0df3a3f13507a382b148317cb4f85edeb1b","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Senior Backend Team: Core Product Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-03-15T13:31:27.577+00:00 ABOUT THE JOB We believe using large language and multimodal models should be as simple as calling an API. To achieve this in production, we need to serve enterprises across clouds, with authentication, billing, multi-tenant isolation, and zero tolerance for downtime. We are looking for a Senior Backend Engineer who is excited by the full breadth of what it takes to run a platform in production. You will own the business logic layer that sits between our inference engine and every customer who relies on it. Your work spans API engineering, service development, and data architecture. If you like solving problems that only reveal themselves in the wild, this is your role: edge cases in multi-cloud orchestration, enterprise requirements that don’t fit neatly into a spec, performance bottlenecks that are hard to reproduce. You will move across domains, make decisions under uncertainty, and build systems that work cleanly, reliably, and at scale. We are looking for people with a track record of owning complex systems..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","final_url":"https://jobs.ashbyhq.com/friendliai/5fd918c3-70c8-44f1-b080-2aef9520b312","title":"Software Engineer – Senior Backend","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:53.673924+00:00","bytes":12683,"raw_path":"a0f1a8396ff41bb0bfe8834f425092fa5c4d2d03aca3de93057ea072d5530976.json","content_hash":"b1d4eb6ba6e48eac2e689a960963f0df3a3f13507a382b148317cb4f85edeb1b","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Senior Backend Team: Core Product Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-03-15T13:31:27.577+00:00 ABOUT THE JOB We believe using large language and multimodal models should be as simple as calling an API. To achieve this in production, we need to serve enterprises across clouds, with authentication, billing, multi-tenant isolation, and zero tolerance for downtime. We are looking for a Senior Backend Engineer who is excited by the full breadth of what it takes to run a platform in production. You will own the business logic layer that sits between our inference engine and every customer who relies on it. Your work spans API engineering, service development, and data architecture. If you like solving problems that only reveal themselves in the wild, this is your role: edge cases in multi-cloud orchestration, enterprise requirements that don’t fit neatly into a spec, performance bottlenecks that are hard to reproduce. You will move across domains, make decisions under uncertainty, and build systems that work cleanly, reliably, and at scale. We are looking for people with a track record of owning complex systems..."}],"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"}]}