{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Job: Machine Learning, Platform Engineer","description":"Together AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd","json_url":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd/signal.json","generated_at":"2026-06-11T04:13:54.704207+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/3316cfd3-9386-4c5e-83ae-1a6e514f78dd","signal_json":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd/signal.json","source":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","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 Machine Learning, Platform Engineer (San Francisco ). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location San Francisco · Routine job posting, not notable. 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/4835988007","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 "},"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","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting, not notable","source":"signal"},{"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/4835988007"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T04:13:54.704207+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd/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/3316cfd3-9386-4c5e-83ae-1a6e514f78dd/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","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 \"Machine Learning, Platform Engineer\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Machine Learning, Platform Engineer","text":"Together AI opened role Machine Learning, Platform Engineer."},{"subject":"Machine Learning, Platform Engineer","predicate":"is classified as","object":"job signal","text":"Machine Learning, Platform Engineer is classified as job signal."},{"subject":"Machine Learning, Platform Engineer","predicate":"belongs to","object":"hiring desk","text":"Machine Learning, Platform Engineer belongs to hiring desk."},{"subject":"Machine Learning, Platform Engineer","predicate":"has context","object":"San Francisco ","text":"Machine Learning, Platform Engineer has context San Francisco ."},{"subject":"Machine Learning, Platform Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Machine Learning, Platform Engineer has evidence coverage 1 captured evidence page."},{"subject":"Machine Learning, Platform Engineer","predicate":"has captured page count","object":"1","text":"Machine Learning, Platform Engineer has captured page count 1."},{"subject":"Machine Learning, Platform Engineer","predicate":"has readable page count","object":"1","text":"Machine Learning, Platform Engineer has readable page count 1."},{"subject":"Machine Learning, Platform Engineer","predicate":"has related signal count","object":"6","text":"Machine Learning, Platform Engineer has related signal count 6."},{"subject":"Machine Learning, Platform Engineer","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":"Machine Learning, Platform Engineer has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Machine Learning, Platform Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Machine Learning, Platform Engineer has source host job-boards.greenhouse.io."},{"subject":"Machine Learning, Platform Engineer","predicate":"has lab","object":"Together AI","text":"Machine Learning, Platform Engineer has lab Together AI."},{"subject":"Machine Learning, Platform Engineer","predicate":"has signal desk","object":"hiring","text":"Machine Learning, Platform Engineer has signal desk hiring."},{"subject":"Machine Learning, Platform Engineer","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Machine Learning, Platform Engineer has source host job-boards.greenhouse.io."},{"subject":"Machine Learning, Platform Engineer","predicate":"has location","object":"San Francisco","text":"Machine Learning, Platform Engineer has location San Francisco."},{"subject":"Machine Learning, Platform Engineer","predicate":"has ats","object":"greenhouse","text":"Machine Learning, Platform Engineer has ats greenhouse."},{"subject":"Machine Learning, Platform Engineer","predicate":"has notability","object":"Routine job posting, not notable","text":"Machine Learning, Platform Engineer has notability Routine job posting, not notable."},{"subject":"Machine Learning, Platform Engineer","predicate":"has watch term","object":"Data pipeline","text":"Machine Learning, Platform Engineer has watch term Data pipeline."},{"subject":"Machine Learning, Platform Engineer","predicate":"has watch term","object":"Infrastructure","text":"Machine Learning, Platform Engineer has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Together AI opened Machine Learning, Platform Engineer (San Francisco ). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location San Francisco · Routine job posting, not notable. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Machine Learning, Platform Engineer","text":"Together AI opened role Machine Learning, Platform Engineer."},{"subject":"Machine Learning, Platform Engineer","predicate":"is classified as","object":"job signal","text":"Machine Learning, Platform Engineer is classified as job signal."},{"subject":"Machine Learning, Platform Engineer","predicate":"belongs to","object":"hiring desk","text":"Machine Learning, Platform Engineer belongs to hiring desk."},{"subject":"Machine Learning, Platform Engineer","predicate":"has context","object":"San Francisco ","text":"Machine Learning, Platform Engineer has context San Francisco ."},{"subject":"Machine Learning, Platform Engineer","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Machine Learning, Platform Engineer has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3316cfd3-9386-4c5e-83ae-1a6e514f78dd","url":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd","json_url":"https://onlylabs.fyi/signals/3316cfd3-9386-4c5e-83ae-1a6e514f78dd/signal.json","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","title":"Machine Learning, Platform Engineer","summary":"Together AI 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":"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/4835988007"]},"facets":{"location":"San Francisco ","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/4835988007","final_url":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","title":"Machine Learning, Platform Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:54.704207+00:00","bytes":50284,"raw_path":"449a2010e7883615c772e76779d2a3d6c4546db04e992dc475955af3bdf81eff.html","content_hash":"822625880bb4d3a266429c838186503631f5169371d05c26a2f21aca38b57728","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Machine Learning, Platform Engineer at Together AI Back to jobs Machine Learning, Platform Engineer San Francisco Apply About the Role Our team focuses on enabling custom models and dedicated inference on Together. We are responsible for building a container platform, optimizing autoscaling, minimizing cold starts, achieving the best end-to-end model performance, and providing a best-in-class developer experience with great tooling. We often focus on video or audio generation across the stack: CUDA kernels, pytorch optimization, inference engines, container orchestration, queueing theory, etc. An ideal candidate will be great at profiling/optimization but know the word kubernetes, or be intimately familiar with multi-cluster scheduling and have some sense of ML bottlenecks. Responsibilities New hires may work on multi-cluster orchestration, portfolio optimization, predictive autoscaling, control panes, model bring-up, model optimization, APIs for managing deployments, inference worker SDKs, and CLI tools. Analyze and improve the robustness and scalability of existing distributed systems, APIs, databases, and infrastructure Partner with product teams to..."},"evidence_pages":[{"url":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","final_url":"https://job-boards.greenhouse.io/togetherai/jobs/4835988007","title":"Machine Learning, Platform Engineer","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-06-11T04:13:54.704207+00:00","bytes":50284,"raw_path":"449a2010e7883615c772e76779d2a3d6c4546db04e992dc475955af3bdf81eff.html","content_hash":"822625880bb4d3a266429c838186503631f5169371d05c26a2f21aca38b57728","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Machine Learning, Platform Engineer at Together AI Back to jobs Machine Learning, Platform Engineer San Francisco Apply About the Role Our team focuses on enabling custom models and dedicated inference on Together. We are responsible for building a container platform, optimizing autoscaling, minimizing cold starts, achieving the best end-to-end model performance, and providing a best-in-class developer experience with great tooling. We often focus on video or audio generation across the stack: CUDA kernels, pytorch optimization, inference engines, container orchestration, queueing theory, etc. An ideal candidate will be great at profiling/optimization but know the word kubernetes, or be intimately familiar with multi-cluster scheduling and have some sense of ML bottlenecks. Responsibilities New hires may work on multi-cluster orchestration, portfolio optimization, predictive autoscaling, control panes, model bring-up, model optimization, APIs for managing deployments, inference worker SDKs, and CLI tools. Analyze and improve the robustness and scalability of existing distributed systems, APIs, databases, and infrastructure Partner with product teams to..."}],"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"}]}