{"schema_version":"onlylabs.public_signal.v1","title":"FriendliAI Job: Forward Deployed Engineer - AI Inference","description":"FriendliAI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/bff31c53-a78c-4bf4-84b9-82c36385b318","json_url":"https://onlylabs.fyi/signals/bff31c53-a78c-4bf4-84b9-82c36385b318/signal.json","generated_at":"2026-10-13T06:23:30.136Z","evidence_latest_fetched_at":"2026-10-08T07:13:09.36587+00:00","signal_first_seen_at":"2026-10-08T07:10:43.904558+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/bff31c53-a78c-4bf4-84b9-82c36385b318","signal_json":"https://onlylabs.fyi/signals/bff31c53-a78c-4bf4-84b9-82c36385b318/signal.json","source":"https://jobs.ashbyhq.com/friendliai/cd82b036-83df-4f10-88b7-96d79c0fec6d","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 Forward Deployed Engineer - AI Inference (San Francisco). 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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/bff31c53-a78c-4bf4-84b9-82c36385b318/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/friendliai/cd82b036-83df-4f10-88b7-96d79c0fec6d","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 \"Forward Deployed Engineer - AI Inference\" for neocloud strategy."},"semantic_triples":[{"subject":"FriendliAI","predicate":"opened","object":"role Forward Deployed Engineer - AI Inference","text":"FriendliAI opened role Forward Deployed Engineer - AI Inference."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer - AI Inference is classified as job signal."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer - AI Inference belongs to hiring desk."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has context","object":"San Francisco","text":"Forward Deployed Engineer - AI Inference has context San Francisco."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer - AI Inference has evidence coverage 1 captured evidence page."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has captured page count","object":"1","text":"Forward Deployed Engineer - AI Inference has captured page count 1."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has readable page count","object":"1","text":"Forward Deployed Engineer - AI Inference has readable page count 1."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has related signal count","object":"6","text":"Forward Deployed Engineer - AI Inference has related signal count 6."},{"subject":"Forward Deployed Engineer - AI Inference","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":"Forward Deployed Engineer - AI Inference has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer - AI Inference has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has lab","object":"FriendliAI","text":"Forward Deployed Engineer - AI Inference has lab FriendliAI."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has signal desk","object":"hiring","text":"Forward Deployed Engineer - AI Inference has signal desk hiring."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Forward Deployed Engineer - AI Inference has source host jobs.ashbyhq.com."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has team","object":"Forward Deployed Engineer","text":"Forward Deployed Engineer - AI Inference has team Forward Deployed Engineer."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has location","object":"San Francisco","text":"Forward Deployed Engineer - AI Inference has location San Francisco."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has ats","object":"ashby","text":"Forward Deployed Engineer - AI Inference has ats ashby."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has notability","object":"Routine job opening.","text":"Forward Deployed Engineer - AI Inference has notability Routine job opening.."},{"subject":"Forward Deployed Engineer - AI Inference","predicate":"has watch term","object":"Eval methodology","text":"Forward Deployed Engineer - AI Inference has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"FriendliAI opened Forward Deployed Engineer - AI Inference (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. 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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 -..."},"evidence_pages":[],"related_signals":[{"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"},{"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"}]}