{"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/85f41f77-4fe7-42ff-ae50-83f014066b45","json_url":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45/signal.json","generated_at":"2026-06-11T04:12:53.01696+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/85f41f77-4fe7-42ff-ae50-83f014066b45","signal_json":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45/signal.json","source":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","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 (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 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/372dbe1e-d6e6-4726-ae09-673ec8916d05","source_host":"jobs.ashbyhq.com","occurred_at":"2026-03-27T07:31:42.955+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":"Infrastructure","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":"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/372dbe1e-d6e6-4726-ae09-673ec8916d05"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:12:53.01696+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45/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/85f41f77-4fe7-42ff-ae50-83f014066b45/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","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":"San Francisco","text":"Software Engineer – Platform Security has context San Francisco."},{"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":"Infrastructure","text":"Software Engineer – Platform Security has team Infrastructure."},{"subject":"Software Engineer – Platform Security","predicate":"has location","object":"San Francisco","text":"Software Engineer – Platform Security has location San Francisco."},{"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 (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 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":"San Francisco","text":"Software Engineer – Platform Security has context San Francisco."},{"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":"85f41f77-4fe7-42ff-ae50-83f014066b45","url":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45","json_url":"https://onlylabs.fyi/signals/85f41f77-4fe7-42ff-ae50-83f014066b45/signal.json","source_url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","title":"Software Engineer – Platform Security","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":"2026-03-27T07:31:42.955+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/372dbe1e-d6e6-4726-ae09-673ec8916d05"]},"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":{"url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","final_url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","title":"Software Engineer – Platform Security","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:53.01696+00:00","bytes":10029,"raw_path":"8364c328c6bc5cd6b7d1ee9050ccb5927119019099cd8f93611b19ee66ead2d5.json","content_hash":"520938f07cf0f9bdf05234d64bd01261d85e5ac8c1618f5ccd1e06f6b4b70626","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Platform Security Team: Infrastructure Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-27T07:31:42.955+00:00 About the job FriendliAI is seeking a Forward Deployed Engineer (FDE) to assist enterprises in deploying, scaling, and operating generative and agentic AI workloads on FriendliAI infrastructure. You will work directly with customers to solve and implement production-grade applications using our products, such as Serverless Endpoints, Dedicated Endpoints, or Container. Friendli Container is our service that allows customers to download our inference engine as Docker images and deploy it in their chosen environment, such as private clouds or on-premises. Our Friendli Container can be adopted directly to AWS EKS clusters using our EKS add-on product. You will work directly on our customers’ projects, collaborating with their engineering teams to solve AI inference challenges like scaling, orchestration, and monitoring. This is a hands-on, customer-embedded role. If you have worked in DevOps, platform engineering, or SRE for AI applications, this is your ideal position. Key Responsibilities - Design and..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","final_url":"https://jobs.ashbyhq.com/friendliai/372dbe1e-d6e6-4726-ae09-673ec8916d05","title":"Software Engineer – Platform Security","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T04:12:53.01696+00:00","bytes":10029,"raw_path":"8364c328c6bc5cd6b7d1ee9050ccb5927119019099cd8f93611b19ee66ead2d5.json","content_hash":"520938f07cf0f9bdf05234d64bd01261d85e5ac8c1618f5ccd1e06f6b4b70626","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer – Platform Security Team: Infrastructure Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-03-27T07:31:42.955+00:00 About the job FriendliAI is seeking a Forward Deployed Engineer (FDE) to assist enterprises in deploying, scaling, and operating generative and agentic AI workloads on FriendliAI infrastructure. You will work directly with customers to solve and implement production-grade applications using our products, such as Serverless Endpoints, Dedicated Endpoints, or Container. Friendli Container is our service that allows customers to download our inference engine as Docker images and deploy it in their chosen environment, such as private clouds or on-premises. Our Friendli Container can be adopted directly to AWS EKS clusters using our EKS add-on product. You will work directly on our customers’ projects, collaborating with their engineering teams to solve AI inference challenges like scaling, orchestration, and monitoring. This is a hands-on, customer-embedded role. If you have worked in DevOps, platform engineering, or SRE for AI applications, this is your ideal position. Key Responsibilities - Design and..."}],"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"}]}