{"schema_version":"onlylabs.public_signal.v1","title":"Together AI Job: Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","description":"Together AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02","json_url":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02/signal.json","generated_at":"2026-09-09T18:45:49.987Z","evidence_latest_fetched_at":"2026-08-05T07:12:28.955098+00:00","signal_first_seen_at":"2026-08-05T07:10:44.456397+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/3f78b4aa-450a-4166-bca9-ca646e08bd02","signal_json":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02/signal.json","source":"https://job-boards.greenhouse.io/togetherai/jobs/5199993007","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 Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking (Singapore). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Singapore · Routine job posting, no major launch or model.. 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/5199993007","source_host":"job-boards.greenhouse.io","occurred_at":"2026-09-09T03:16:37+00:00","first_seen_at":"2026-08-05T07:10:44.456397+00:00","date_source":"greenhouse.updated_at","context":"Singapore"},"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":"Singapore","source":"signal"},{"label":"ATS","value":"greenhouse","source":"source"},{"label":"Notability","value":"Routine job posting, no major launch or model.","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"},{"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://job-boards.greenhouse.io/togetherai/jobs/5199993007"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-08-05T07:12:28.955098+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02/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/3f78b4aa-450a-4166-bca9-ca646e08bd02/signal.json","required":true},{"label":"source","url":"https://job-boards.greenhouse.io/togetherai/jobs/5199993007","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 \"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking\" for neocloud strategy."},"semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","text":"Together AI opened role Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking is classified as job signal."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking belongs to hiring desk."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has context","object":"Singapore","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has context Singapore."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has evidence coverage 1 captured evidence page."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has captured page count","object":"1","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has captured page count 1."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has readable page count","object":"1","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has readable page count 1."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has related signal count","object":"6","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has related signal count 6."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","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 (Inference & Post-Training) - Mandarin Speaking 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 (Inference & Post-Training) - Mandarin Speaking","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has source host job-boards.greenhouse.io."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has lab","object":"Together AI","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has lab Together AI."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has signal desk","object":"hiring","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has signal desk hiring."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has source host","object":"job-boards.greenhouse.io","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has source host job-boards.greenhouse.io."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has location","object":"Singapore","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has location Singapore."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has ats","object":"greenhouse","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has ats greenhouse."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has notability","object":"Routine job posting, no major launch or model.","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has notability Routine job posting, no major launch or model.."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has watch term","object":"Eval methodology","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has watch term Eval methodology."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has watch term","object":"Data pipeline","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has watch term Data pipeline."}]},"intelligence":{"signal_desk":"hiring","answer":"Together AI opened Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking (Singapore). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: location Singapore · Routine job posting, no major launch or model.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Together AI","predicate":"opened","object":"role Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","text":"Together AI opened role Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"is classified as","object":"job signal","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking is classified as job signal."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"belongs to","object":"hiring desk","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking belongs to hiring desk."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has context","object":"Singapore","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has context Singapore."},{"subject":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking has evidence coverage 1 captured evidence page."}]},"signal":{"id":"3f78b4aa-450a-4166-bca9-ca646e08bd02","url":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02","json_url":"https://onlylabs.fyi/signals/3f78b4aa-450a-4166-bca9-ca646e08bd02/signal.json","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5199993007","title":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","summary":"Together AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Singapore","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:16:37+00:00","first_seen_at":"2026-08-05T07:10:44.456397+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/5199993007"]},"facets":{"location":"Singapore","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":{"is_primary":true,"source_match":true,"url":"https://job-boards.greenhouse.io/togetherai/jobs/5199993007","final_url":"https://job-boards.greenhouse.io/togetherai/jobs/5199993007","title":"Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking","http_status":200,"content_type":"text/html; charset=utf-8","capture_method":"plain","fetched_at":"2026-08-05T07:12:28.955098+00:00","bytes":88196,"raw_path":"b1d6eefe458e6ca65c7934708ac6bd0ddefdb5df1894ed9a0c6e804e295c8e76.html","content_hash":"02d91a33b81244941b5da72d65515bb65146a6f2cc0680629bb6a2f8b33ee7ad","excerpt_chars":1200,"truncated":true,"excerpt":"Job Application for Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking at Together AI Back to jobs New Forward Deployed Engineer (Inference & Post-Training) - Mandarin Speaking Singapore About the role As a Forward Deployed Engineer (FDE) focused on Inference & Post-Training, you will be a hands-on technical partner to our most strategic customers — production AI teams looking to leverage high quality models and do inference at scale. For us, FDE is not a replacement for a Solutions Architect; you will partner with our SAs as a deep-domain specialist in inference optimization, fine-tuning pipelines, and production deployment. As key contributors to both the CX, Engineering, and Sales organizations, FDEs add tremendous value by ensuring we can meet the requirements of our most complex POCs, facilitate successful platform adoption, and guide tailored optimization efforts — directly impacting customer success, company growth, and the hardening of our core platform. Must be a permanent resident or citizen of Singapore. Responsibilities Inference Engine Optimization: Select, configure, and optimize inference engine based on hardware, model architecture, and..."},"evidence_pages":[],"related_signals":[{"id":"c8ea4279-1ff0-495f-bdac-a111c0f9dd7c","url":"https://onlylabs.fyi/signals/c8ea4279-1ff0-495f-bdac-a111c0f9dd7c","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5202021007","title":"Technical Support Engineer (Inference) - US Weekends","context":"Remote","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:23:48+00:00","first_seen_at":"2026-08-05T07:10:44.456397+00:00","date_source":"greenhouse.updated_at"},{"id":"5c15b65c-b33d-41fd-9b44-6895c65f5334","url":"https://onlylabs.fyi/signals/5c15b65c-b33d-41fd-9b44-6895c65f5334","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5069532007","title":"Technical Support Engineer (Inference) - India Weekends","context":"Pune or Bangalore, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:23:21+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"77ce4f10-0d50-4628-afd8-a8792e948e0f","url":"https://onlylabs.fyi/signals/77ce4f10-0d50-4628-afd8-a8792e948e0f","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4840844007","title":"Technical Support Engineer (GPU Cluster), India ","context":"Pune or Bangalore, India","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:22:36+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"},{"id":"1d5320e3-7b1f-4c76-8fbd-4bb0e5ed03ed","url":"https://onlylabs.fyi/signals/1d5320e3-7b1f-4c76-8fbd-4bb0e5ed03ed","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/5181912007","title":"Technical Compute Qualification Manager","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:21:50+00:00","first_seen_at":"2026-07-21T07:10:41.755575+00:00","date_source":"greenhouse.updated_at"},{"id":"e6e5f71a-bb0c-4f9e-935c-d7add1bc0d16","url":"https://onlylabs.fyi/signals/e6e5f71a-bb0c-4f9e-935c-d7add1bc0d16","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4543435007","title":"Strategic Account Executive","context":"San Francisco, New York City","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:21:29+00:00","first_seen_at":"2026-07-16T07:10:41.635954+00:00","date_source":"greenhouse.updated_at"},{"id":"d0573ec8-0507-47a5-8153-224b355025ad","url":"https://onlylabs.fyi/signals/d0573ec8-0507-47a5-8153-224b355025ad","source_url":"https://job-boards.greenhouse.io/togetherai/jobs/4627491007","title":"Solutions Architect ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"together-ai","name":"Together AI","category":"neocloud"},"occurred_at":"2026-09-09T03:21:03+00:00","first_seen_at":"2026-06-05T22:32:05.759499+00:00","date_source":"greenhouse.updated_at"}]}