{"schema_version":"onlylabs.public_signal.v1","title":"Fireworks AI Job: Applied Machine Learning Engineer","description":"Fireworks AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd","json_url":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd/signal.json","generated_at":"2026-06-11T01:47:06.771637+00:00","org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/fireworks-ai","dossier_json_url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd","signal_json":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd/signal.json","source":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","lab_dossier":"https://onlylabs.fyi/labs/fireworks-ai","lab_dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/fireworks-ai","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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":"Fireworks AI opened Applied Machine Learning Engineer (New York, NY; San Mateo, CA). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location New York, NY; San Mateo, CA · Routine job posting, low notability.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","source_host":"job-boards.greenhouse.io","occurred_at":"2026-06-05T01:09:54+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at","context":"New York, NY; San Mateo, CA"},"context_markers":[{"label":"Lab","value":"Fireworks AI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"job-boards.greenhouse.io","source":"source"},{"label":"Location","value":"New York, NY; San Mateo, CA","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting, low notability.","source":"signal"},{"label":"Watch term","value":"RL environments","source":"evidence"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"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://job-boards.greenhouse.io/fireworksai/jobs/4001304009"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:47:06.771637+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd/signal.json","dossier_json":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/fireworks-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/fireworks-ai/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/c214c9cf-cfe1-48d4-b62d-7162b22cdddd/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/fireworks-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/fireworks-ai/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 Fireworks AI's job signal \"Applied Machine Learning Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Fireworks AI","predicate":"opened","object":"role Applied Machine Learning Engineer","text":"Fireworks AI opened role Applied Machine Learning Engineer."},{"subject":"Applied Machine Learning Engineer","predicate":"is classified as","object":"job signal","text":"Applied Machine Learning Engineer is classified as job signal."},{"subject":"Applied Machine Learning Engineer","predicate":"belongs to","object":"hiring desk","text":"Applied Machine Learning Engineer belongs to hiring desk."},{"subject":"Applied Machine Learning Engineer","predicate":"has context","object":"New York, NY; 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San Mateo, CA","text":"Applied Machine Learning Engineer has location New York, NY; San Mateo, CA."},{"subject":"Applied Machine Learning Engineer","predicate":"has ats","object":"greenhouse","text":"Applied Machine Learning Engineer has ats greenhouse."},{"subject":"Applied Machine Learning Engineer","predicate":"has notability","object":"Routine job posting, low notability.","text":"Applied Machine Learning Engineer has notability Routine job posting, low notability.."},{"subject":"Applied Machine Learning Engineer","predicate":"has watch term","object":"RL environments","text":"Applied Machine Learning Engineer has watch term RL environments."},{"subject":"Applied Machine Learning Engineer","predicate":"has watch term","object":"Eval methodology","text":"Applied Machine Learning Engineer has watch term Eval methodology."}]},"intelligence":{"signal_desk":"hiring","answer":"Fireworks AI opened Applied Machine Learning Engineer (New York, NY; San Mateo, CA). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location New York, NY; San Mateo, CA · Routine job posting, low notability.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Fireworks AI","predicate":"opened","object":"role Applied Machine Learning Engineer","text":"Fireworks AI opened role Applied Machine Learning Engineer."},{"subject":"Applied Machine Learning Engineer","predicate":"is classified as","object":"job signal","text":"Applied Machine Learning Engineer is classified as job signal."},{"subject":"Applied Machine Learning Engineer","predicate":"belongs to","object":"hiring desk","text":"Applied Machine Learning Engineer belongs to hiring desk."},{"subject":"Applied Machine Learning Engineer","predicate":"has context","object":"New York, NY; San Mateo, CA","text":"Applied Machine Learning Engineer has context New York, NY; San Mateo, CA."},{"subject":"Applied Machine Learning Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Applied Machine Learning Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"c214c9cf-cfe1-48d4-b62d-7162b22cdddd","url":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd","json_url":"https://onlylabs.fyi/signals/c214c9cf-cfe1-48d4-b62d-7162b22cdddd/signal.json","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","title":"Applied Machine Learning Engineer","summary":"Fireworks AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"New York, NY; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-05T01:09:54+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at","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://job-boards.greenhouse.io/fireworksai/jobs/4001304009"]},"facets":{"location":"New York, NY; San Mateo, CA","ats":"greenhouse"},"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://job-boards.greenhouse.io/fireworksai/jobs/4001304009","final_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","title":"Applied Machine Learning Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:47:06.771637+00:00","bytes":77317,"raw_path":"5382e2bac20608149d4301b682176ef5e35128964db0f66d14e93d3c8c90a0ab.html","content_hash":"fa0e99746c301bd3f3fd0a097aa14ea2a6a7859d849871d07ff25c09c6c39d13","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Applied Machine Learning Engineer at Fireworks AI Back to jobs Applied Machine Learning Engineer New York, NY; San Mateo, CA Apply About Us: At Fireworks, we’re building the future of generative AI infrastructure. Our platform delivers the highest-quality models with the fastest and most scalable inference in the industry. We’ve been independently benchmarked as the leader in LLM inference speed and are driving cutting-edge innovation through projects like our own function calling and multimodal models. Fireworks is a Series C company valued at $4 billion and backed by top investors including Benchmark, Sequoia, Lightspeed, Index, and Evantic. We’re an ambitious, collaborative team of builders, founded by veterans of Meta PyTorch and Google Vertex AI. The Role: As an Applied Machine Learning Engineer, you will serve as a vital bridge between cutting-edge AI research and practical, real-world applications. Your work will focus on developing, fine-tuning, and operationalizing machine learning models that drive business value and enhance user experiences. This is a hands-on engineering role that combines deep technical expertise with a strong customer focus to..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","final_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4001304009","title":"Applied Machine Learning Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T01:47:06.771637+00:00","bytes":77317,"raw_path":"5382e2bac20608149d4301b682176ef5e35128964db0f66d14e93d3c8c90a0ab.html","content_hash":"fa0e99746c301bd3f3fd0a097aa14ea2a6a7859d849871d07ff25c09c6c39d13","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Applied Machine Learning Engineer at Fireworks AI Back to jobs Applied Machine Learning Engineer New York, NY; San Mateo, CA Apply About Us: At Fireworks, we’re building the future of generative AI infrastructure. Our platform delivers the highest-quality models with the fastest and most scalable inference in the industry. We’ve been independently benchmarked as the leader in LLM inference speed and are driving cutting-edge innovation through projects like our own function calling and multimodal models. Fireworks is a Series C company valued at $4 billion and backed by top investors including Benchmark, Sequoia, Lightspeed, Index, and Evantic. We’re an ambitious, collaborative team of builders, founded by veterans of Meta PyTorch and Google Vertex AI. The Role: As an Applied Machine Learning Engineer, you will serve as a vital bridge between cutting-edge AI research and practical, real-world applications. Your work will focus on developing, fine-tuning, and operationalizing machine learning models that drive business value and enhance user experiences. This is a hands-on engineering role that combines deep technical expertise with a strong customer focus to..."}],"related_signals":[{"id":"1694bffa-00ad-4abb-94e5-cb0bbc0ef7f3","url":"https://onlylabs.fyi/signals/1694bffa-00ad-4abb-94e5-cb0bbc0ef7f3","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4280748009","title":"AI Field Engineer - AI Natives","context":"New York, NY; Remote, USA; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-10T22:30:31+00:00","first_seen_at":"2026-06-10T07:00:59.072557+00:00","date_source":"greenhouse.updated_at"},{"id":"0a55bd60-0509-4737-b664-d6280329d89f","url":"https://onlylabs.fyi/signals/0a55bd60-0509-4737-b664-d6280329d89f","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4005894009","title":"Member of Technical Staff, Cloud Infrastructure","context":"New York, NY; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-10T00:54:01+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at"},{"id":"f709d82a-4323-4f1d-89ef-65d36263a08c","url":"https://onlylabs.fyi/signals/f709d82a-4323-4f1d-89ef-65d36263a08c","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4254355009","title":"Director, Sales Enablement","context":"Remote, USA; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-09T23:10:41+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at"},{"id":"c50b0035-21d8-437e-8fb8-0ebb5630c34e","url":"https://onlylabs.fyi/signals/c50b0035-21d8-437e-8fb8-0ebb5630c34e","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4236670009","title":"AI Native Account Executive","context":"New York, NY; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-08T19:20:02+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at"},{"id":"b87a8107-7d4b-4877-b9de-24c0b5c61e9e","url":"https://onlylabs.fyi/signals/b87a8107-7d4b-4877-b9de-24c0b5c61e9e","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4277696009","title":"Enterprise Account Executive","context":"New York, NY; Remote, USA; San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-05T23:21:22+00:00","first_seen_at":"2026-06-06T01:49:45.894495+00:00","date_source":"greenhouse.updated_at"},{"id":"e31bce8e-3126-431e-a71a-969598854e9b","url":"https://onlylabs.fyi/signals/e31bce8e-3126-431e-a71a-969598854e9b","source_url":"https://job-boards.greenhouse.io/fireworksai/jobs/4274911009","title":"AI Native - Strategic, Account Executive","context":"San Mateo, CA","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"fireworks-ai","name":"Fireworks AI","category":"neocloud"},"occurred_at":"2026-06-05T17:31:22+00:00","first_seen_at":"2026-06-05T22:32:06.177276+00:00","date_source":"greenhouse.updated_at"}]}