{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Software Engineer – Platform Security","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac","json_url":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac/signal.json","generated_at":"2026-10-24T20:23:52.003Z","evidence_latest_fetched_at":"2026-10-22T07:13:09.924613+00:00","signal_first_seen_at":"2026-10-22T07:10:44.375818+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/e27e7e21-f3bb-4647-a631-6f76a9eccaac","signal_json":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac/signal.json","source":"https://jobs.ashbyhq.com/friendliai/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","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 – Platform Security (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Seoul · 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/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","source_host":"jobs.ashbyhq.com","occurred_at":"2026-10-21T22:05:00.793+00:00","first_seen_at":"2026-10-22T07:10:44.375818+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":"Engineering","source":"signal"},{"label":"Location","value":"Seoul","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"routine job opening","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"}],"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/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-10-22T07:13:09.924613+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac/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/e27e7e21-f3bb-4647-a631-6f76a9eccaac/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","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 – Platform Security\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Software Engineer – Platform Security","text":"FriendliAI opened role Software Engineer – Platform Security."},{"subject":"Software Engineer – Platform Security","predicate":"is classified as","object":"job signal","text":"Software Engineer – Platform Security is classified as job signal."},{"subject":"Software Engineer – Platform Security","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Platform Security belongs to hiring desk."},{"subject":"Software Engineer – Platform Security","predicate":"has context","object":"Seoul","text":"Software Engineer – Platform Security has context Seoul."},{"subject":"Software Engineer – Platform Security","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Platform Security has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer – Platform Security","predicate":"has captured page count","object":"1","text":"Software Engineer – Platform Security has captured page count 1."},{"subject":"Software Engineer – Platform Security","predicate":"has readable page count","object":"1","text":"Software Engineer – Platform Security has readable page count 1."},{"subject":"Software Engineer – Platform Security","predicate":"has related signal count","object":"6","text":"Software Engineer – Platform Security has related signal count 6."},{"subject":"Software Engineer – Platform Security","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 – Platform Security 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 – Platform Security","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Platform Security has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Platform Security","predicate":"has lab","object":"FriendliAI","text":"Software Engineer – Platform Security has lab FriendliAI."},{"subject":"Software Engineer – Platform Security","predicate":"has signal desk","object":"hiring","text":"Software Engineer – Platform Security has signal desk hiring."},{"subject":"Software Engineer – Platform Security","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer – Platform Security has source host jobs.ashbyhq.com."},{"subject":"Software Engineer – Platform Security","predicate":"has team","object":"Engineering","text":"Software Engineer – Platform Security has team Engineering."},{"subject":"Software Engineer – Platform Security","predicate":"has location","object":"Seoul","text":"Software Engineer – Platform Security has location Seoul."},{"subject":"Software Engineer – Platform Security","predicate":"has ats","object":"ashby","text":"Software Engineer – Platform Security has ats ashby."},{"subject":"Software Engineer – Platform Security","predicate":"has notability","object":"routine job opening","text":"Software Engineer – Platform Security has notability routine job opening."},{"subject":"Software Engineer – Platform Security","predicate":"has watch term","object":"Eval methodology","text":"Software Engineer – Platform Security has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Software Engineer – Platform Security (Seoul). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Seoul · 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 – Platform Security","text":"FriendliAI opened role Software Engineer – Platform Security."},{"subject":"Software Engineer – Platform Security","predicate":"is classified as","object":"job signal","text":"Software Engineer – Platform Security is classified as job signal."},{"subject":"Software Engineer – Platform Security","predicate":"belongs to","object":"hiring desk","text":"Software Engineer – Platform Security belongs to hiring desk."},{"subject":"Software Engineer – Platform Security","predicate":"has context","object":"Seoul","text":"Software Engineer – Platform Security has context Seoul."},{"subject":"Software Engineer – Platform Security","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer – Platform Security has evidence coverage 1 captured evidence page."}]},"signal":{"id":"e27e7e21-f3bb-4647-a631-6f76a9eccaac","url":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac","json_url":"https://onlylabs.fyi/signals/e27e7e21-f3bb-4647-a631-6f76a9eccaac/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","title":"Software Engineer – Platform Security","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":"2026-10-21T22:05:00.793+00:00","first_seen_at":"2026-10-22T07:10:44.375818+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/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a"]},"facets":{"location":"Seoul","team":"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":{"is_primary":true,"source_match":true,"url":"https://jobs.ashbyhq.com/friendliai/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","final_url":"https://jobs.ashbyhq.com/friendliai/cfcfc4cb-e3d8-4c9a-b82b-f6cfe4b9919a","title":"Software Engineer – Platform Security","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-10-22T07:13:09.924613+00:00","bytes":9444,"raw_path":"7fd5431d4d5c1e410741c4b62d5c196e358f76886b7d8794e4866978deab14e1.json","content_hash":"a2f6f34891bf8313f97a81ca39e4102c082c6bee302b9b62ff24fc595132f6fc","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Platform Security Team: Engineering Location: Seoul Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-10-21T22:05:00.793+00:00 About the job FriendliAI is looking for an engineer to architect and build the security foundations of a multi-tenant serverless compute platform running on Kubernetes with hardened container isolation. As a Software Engineer, Platform Security, you will own the security design for both control plane and data plane, implement guardrails as code, and partner closely with Platform/SRE/Infra teams to ship a secure-by-default developer experience. This is a hands-on builder and architect role. Key Responsibilities - Design and implement the security architecture for a Kubernetes-based, multi-tenant serverless platform. - Build guardrails as code using Terraform and Helm. - Establish network segmentation and service-mesh policy. - Develop secrets and key management patterns. - Implement runtime detections for containerized workloads. - Design and roll out IAM & workload identity management. - Threat model new features and changes to the overall platform. - Collaborate with engineering to debug production issues,..."},"evidence_pages":[],"related_signals":[{"id":"85f41f77-4fe7-42ff-ae50-83f014066b45","url":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45","source_url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","title":"Software Engineer – Platform Security","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-10-21T22:14:58.325+00:00","first_seen_at":"2026-06-05T22:32:11.264665+00:00","date_source":"ashby.publishedAt"},{"id":"bff31c53-a78c-4bf4-84b9-82c36385b318","url":"https://onlylabs.fyi/signals/bff31c53-a78c-4bf4-84b9-82c36385b318","source_url":"https://jobs.ashbyhq.com/friendliai/cd82b036-83df-4f10-88b7-96d79c0fec6d","title":"Forward Deployed Engineer - AI Inference","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-10-07T22:53:21.425+00:00","first_seen_at":"2026-10-08T07:10:43.904558+00:00","date_source":"ashby.publishedAt"},{"id":"456571a4-573b-46d4-ad3a-aa4c13797183","url":"https://onlylabs.fyi/signals/456571a4-573b-46d4-ad3a-aa4c13797183","source_url":"https://jobs.ashbyhq.com/friendliai/570a7de5-d666-407e-89c5-37297ce5cd8d","title":"Strategic Account Executive","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-10-01T22:45:28.139+00:00","first_seen_at":"2026-10-02T07:10:43.12609+00:00","date_source":"ashby.publishedAt"},{"id":"c809db9a-62e5-4b11-8380-6fed278e5d85","url":"https://onlylabs.fyi/signals/c809db9a-62e5-4b11-8380-6fed278e5d85","source_url":"https://jobs.ashbyhq.com/friendliai/bb9fa4b0-2624-4ef0-9c2e-f96ecadd44c2","title":"Director of Product","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"friendliai","name":"FriendliAI","category":"neocloud"},"occurred_at":"2026-09-16T16:26:40.559+00:00","first_seen_at":"2026-09-05T07:10:42.53384+00:00","date_source":"ashby.publishedAt"},{"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":"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"}]}