{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Job: Research Engineer, Frontier Speculative Decoding","description":"Together AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c","json_url":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c/signal.json","generated_at":"2026-06-11T04:13:54.678867+00:00","org":{"slug":"together-ai","name":"Together AI","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/together-ai","dossier_json_url":"https://onlylabs.fyi/labs/together-ai/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c","signal_json":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c/signal.json","source":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","lab_dossier":"https://onlylabs.fyi/labs/together-ai","lab_dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis":"https://onlylabs.fyi/analysis/together-ai","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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":"Together AI opened Research Engineer, Frontier Speculative Decoding (San Francisco, New York City ). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location San Francisco, New York City · Routine job posting. 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/togetherai/jobs/4987660007","source_host":"job-boards.greenhouse.io","occurred_at":"2026-05-07T22:46:42+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at","context":"San Francisco, New York City "},"context_markers":[{"label":"Lab","value":"Together AI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"job-boards.greenhouse.io","source":"source"},{"label":"Location","value":"San Francisco, New York City","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting","source":"signal"},{"label":"Watch term","value":"Eval methodology","source":"evidence"},{"label":"Watch term","value":"Data pipeline","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/togetherai/jobs/4987660007"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:13:54.678867+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c/signal.json","dossier_json":"https://onlylabs.fyi/labs/together-ai/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/together-ai/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/together-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/a8aa3cfd-007b-4c6a-af86-1888ca87f29c/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/together-ai/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/together-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 Together AI's job signal \"Research Engineer, Frontier Speculative Decoding\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Research Engineer, Frontier Speculative Decoding","text":"Together AI opened role Research Engineer, Frontier Speculative Decoding."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"is classified as","object":"job signal","text":"Research Engineer, Frontier Speculative Decoding is classified as job signal."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"belongs to","object":"hiring desk","text":"Research Engineer, Frontier Speculative Decoding belongs to hiring desk."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has context","object":"San Francisco, New York City ","text":"Research Engineer, Frontier Speculative Decoding has context San Francisco, New York City ."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Research Engineer, Frontier Speculative Decoding has evidence coverage 1 captured evidence page."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has captured page count","object":"1","text":"Research Engineer, Frontier Speculative Decoding has captured page count 1."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has readable page count","object":"1","text":"Research Engineer, Frontier Speculative Decoding has readable page count 1."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has related signal count","object":"6","text":"Research Engineer, Frontier Speculative Decoding has related signal count 6."},{"subject":"Research Engineer, Frontier Speculative Decoding","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":"Research Engineer, Frontier Speculative Decoding has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Research Engineer, Frontier Speculative Decoding has source host job-boards.greenhouse.io."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has lab","object":"Together AI","text":"Research Engineer, Frontier Speculative Decoding has lab Together AI."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has signal desk","object":"hiring","text":"Research Engineer, Frontier Speculative Decoding has signal desk hiring."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Research Engineer, Frontier Speculative Decoding has source host job-boards.greenhouse.io."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has location","object":"San Francisco, New York City","text":"Research Engineer, Frontier Speculative Decoding has location San Francisco, New York City."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has ats","object":"greenhouse","text":"Research Engineer, Frontier Speculative Decoding has ats greenhouse."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has notability","object":"Routine job posting","text":"Research Engineer, Frontier Speculative Decoding has notability Routine job posting."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has watch term","object":"Eval methodology","text":"Research Engineer, Frontier Speculative Decoding has watch term Eval methodology."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has watch term","object":"Data pipeline","text":"Research Engineer, Frontier Speculative Decoding has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Together AI opened Research Engineer, Frontier Speculative Decoding (San Francisco, New York City ). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location San Francisco, New York City · Routine job posting. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Research Engineer, Frontier Speculative Decoding","text":"Together AI opened role Research Engineer, Frontier Speculative Decoding."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"is classified as","object":"job signal","text":"Research Engineer, Frontier Speculative Decoding is classified as job signal."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"belongs to","object":"hiring desk","text":"Research Engineer, Frontier Speculative Decoding belongs to hiring desk."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has context","object":"San Francisco, New York City ","text":"Research Engineer, Frontier Speculative Decoding has context San Francisco, New York City ."},{"subject":"Research Engineer, Frontier Speculative Decoding","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Research Engineer, Frontier Speculative Decoding has evidence coverage 1 captured evidence page."}]},"signal":{"id":"a8aa3cfd-007b-4c6a-af86-1888ca87f29c","url":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c","json_url":"https://onlylabs.fyi/signals/a8aa3cfd-007b-4c6a-af86-1888ca87f29c/signal.json","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","title":"Research Engineer, Frontier Speculative Decoding","summary":"Together AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"San Francisco, New York City ","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-05-07T22:46:42+00:00","first_seen_at":"2026-06-05T22:32:05.759499+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/togetherai/jobs/4987660007"]},"facets":{"location":"San Francisco, New York City ","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/togetherai/jobs/4987660007","final_url":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","title":"Research Engineer, Frontier Speculative Decoding","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:54.678867+00:00","bytes":88522,"raw_path":"1e0d79837f3d75b329c015ed2947bdffe9097ce444b10295b38323a721462b6f.html","content_hash":"ff55729644b64ddbda862f90ed71917acafc7b1a4d0b702a0f885d7516b1d924","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Research Engineer, Frontier Speculative Decoding at Together AI Back to jobs Research Engineer, Frontier Speculative Decoding San Francisco, New York City Apply About the Role Together AI is building the Inference Platform that powers the world's most advanced generative AI models. Your role will be a critical bridge between cutting-edge research and real-world applications, focusing on making translating our internal model training research to production-ready deployment for our customers. This involves a deep commitment to data-centric development, meticulous hyperparameter tuning, and rigorous checkpoint evaluation before models ever hit production. This role will involve understanding customer specific needs and fine-tuning models on our internal data recipe and their proprietary data. The goal is to transform general-purpose models into highly performant, specialized tools that solve real business problems. You will not be training foundation models from scratch but rather focusing on creating highly efficient, specialized models by working with dedicated GPU clusters. Responsibilities Design and iterate on novel speculator algorithms, combining..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","final_url":"https://job-boards.greenhouse.io/togetherai/jobs/4987660007","title":"Research Engineer, Frontier Speculative Decoding","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:54.678867+00:00","bytes":88522,"raw_path":"1e0d79837f3d75b329c015ed2947bdffe9097ce444b10295b38323a721462b6f.html","content_hash":"ff55729644b64ddbda862f90ed71917acafc7b1a4d0b702a0f885d7516b1d924","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Research Engineer, Frontier Speculative Decoding at Together AI Back to jobs Research Engineer, Frontier Speculative Decoding San Francisco, New York City Apply About the Role Together AI is building the Inference Platform that powers the world's most advanced generative AI models. Your role will be a critical bridge between cutting-edge research and real-world applications, focusing on making translating our internal model training research to production-ready deployment for our customers. This involves a deep commitment to data-centric development, meticulous hyperparameter tuning, and rigorous checkpoint evaluation before models ever hit production. This role will involve understanding customer specific needs and fine-tuning models on our internal data recipe and their proprietary data. The goal is to transform general-purpose models into highly performant, specialized tools that solve real business problems. You will not be training foundation models from scratch but rather focusing on creating highly efficient, specialized models by working with dedicated GPU clusters. Responsibilities Design and iterate on novel speculator algorithms, combining..."}],"related_signals":[{"id":"42799da3-9b08-4e49-b1c8-4d7de7277bf3","url":"https://onlylabs.fyi/signals/42799da3-9b08-4e49-b1c8-4d7de7277bf3","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4946442007","title":"Solutions Architect (Inference)","context":"London","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-10T14:53:46+00:00","first_seen_at":"2026-06-09T07:00:33.344541+00:00","date_source":"greenhouse.updated_at"},{"id":"76333246-15a1-424d-bccf-71649d537f2a","url":"https://onlylabs.fyi/signals/76333246-15a1-424d-bccf-71649d537f2a","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5123203007","title":"Technical Account Manager (TAM), GPU Cluster ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-08T21:52:07+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"57b9ecaf-5735-4acf-bcc8-20cb554e9f40","url":"https://onlylabs.fyi/signals/57b9ecaf-5735-4acf-bcc8-20cb554e9f40","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5155722007","title":"Staff Engineer, Distributed Storage and HPC & AI Infrastructure","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-04T16:37:35+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"70922365-2270-424e-b8c5-3ef9d42e86ed","url":"https://onlylabs.fyi/signals/70922365-2270-424e-b8c5-3ef9d42e86ed","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5028862007","title":"Senior Software Engineer Together Cloud Infrastructure ","context":"Amsterdam","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-03T13:11:56+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"a54d8fd9-0554-4b8e-8a27-748da3d38a9a","url":"https://onlylabs.fyi/signals/a54d8fd9-0554-4b8e-8a27-748da3d38a9a","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5145183007","title":"Lead/Manager Together Cloud Infrastructure ","context":"Amsterdam","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-03T07:45:52+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"eaba4e90-796e-43da-8556-2063baa6eb86","url":"https://onlylabs.fyi/signals/eaba4e90-796e-43da-8556-2063baa6eb86","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5152193007","title":"Manager, Infrastructure Strategy & Operations","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-06-02T19:35:43+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"}]}