{"schema_version":"onlylabs.public_signal.v1","title":"Baseten Job: Software Engineer- GPU Fabric Observability","description":"Baseten job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad","json_url":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad/signal.json","generated_at":"2026-07-26T20:37:17.649Z","evidence_latest_fetched_at":"2026-07-08T07:12:07.992669+00:00","signal_first_seen_at":"2026-07-08T07:10:36.457009+00:00","org":{"slug":"baseten","name":"Baseten","category":"neocloud","category_label":"Neocloud","dossier_url":"https://onlylabs.fyi/labs/baseten","dossier_json_url":"https://onlylabs.fyi/labs/baseten/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad","signal_json":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad/signal.json","source":"https://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","lab_dossier":"https://onlylabs.fyi/labs/baseten","lab_dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis":"https://onlylabs.fyi/analysis/baseten","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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":"Baseten opened Software Engineer- GPU Fabric Observability (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Hardware Virtualization · location San Francisco. onlylabs links this event to 1 captured evidence page and 6 related job signals.","signal_desk":"hiring","source_context":{"source_url":"https://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","source_host":"jobs.ashbyhq.com","occurred_at":"2026-07-07T16:50:09.338+00:00","first_seen_at":"2026-07-08T07:10:36.457009+00:00","date_source":"ashby.publishedAt","context":"San Francisco"},"context_markers":[{"label":"Lab","value":"Baseten","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Hardware Virtualization","source":"signal"},{"label":"Location","value":"San Francisco","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Watch term","value":"Eval methodology","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://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-07-08T07:12:07.992669+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad/signal.json","dossier_json":"https://onlylabs.fyi/labs/baseten/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/baseten/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/baseten/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/5fa56b1f-eadc-4923-a856-383697cac3ad/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/baseten/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/baseten/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 Baseten's job signal \"Software Engineer- GPU Fabric Observability\" for neocloud strategy."},"semantic_triples":[{"subject":"Baseten","predicate":"opened","object":"role Software Engineer- GPU Fabric Observability","text":"Baseten opened role Software Engineer- GPU Fabric Observability."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"is classified as","object":"job signal","text":"Software Engineer- GPU Fabric Observability is classified as job signal."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"belongs to","object":"hiring desk","text":"Software Engineer- GPU Fabric Observability belongs to hiring desk."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has context","object":"San Francisco","text":"Software Engineer- GPU Fabric Observability has context San Francisco."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer- GPU Fabric Observability has evidence coverage 1 captured evidence page."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has captured page count","object":"1","text":"Software Engineer- GPU Fabric Observability has captured page count 1."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has readable page count","object":"1","text":"Software Engineer- GPU Fabric Observability has readable page count 1."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has related signal count","object":"6","text":"Software Engineer- GPU Fabric Observability has related signal count 6."},{"subject":"Software Engineer- GPU Fabric Observability","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":"Software Engineer- GPU Fabric Observability has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer- GPU Fabric Observability has source host jobs.ashbyhq.com."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has lab","object":"Baseten","text":"Software Engineer- GPU Fabric Observability has lab Baseten."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has signal desk","object":"hiring","text":"Software Engineer- GPU Fabric Observability has signal desk hiring."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Software Engineer- GPU Fabric Observability has source host jobs.ashbyhq.com."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has team","object":"Hardware Virtualization","text":"Software Engineer- GPU Fabric Observability has team Hardware Virtualization."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has location","object":"San Francisco","text":"Software Engineer- GPU Fabric Observability has location San Francisco."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has ats","object":"ashby","text":"Software Engineer- GPU Fabric Observability has ats ashby."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has watch term","object":"Eval methodology","text":"Software Engineer- GPU Fabric Observability has watch term Eval methodology."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has watch term","object":"Infrastructure","text":"Software Engineer- GPU Fabric Observability has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Baseten opened Software Engineer- GPU Fabric Observability (San Francisco). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Hardware Virtualization · location San Francisco. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Baseten","predicate":"opened","object":"role Software Engineer- GPU Fabric Observability","text":"Baseten opened role Software Engineer- GPU Fabric Observability."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"is classified as","object":"job signal","text":"Software Engineer- GPU Fabric Observability is classified as job signal."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"belongs to","object":"hiring desk","text":"Software Engineer- GPU Fabric Observability belongs to hiring desk."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has context","object":"San Francisco","text":"Software Engineer- GPU Fabric Observability has context San Francisco."},{"subject":"Software Engineer- GPU Fabric Observability","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Software Engineer- GPU Fabric Observability has evidence coverage 1 captured evidence page."}]},"signal":{"id":"5fa56b1f-eadc-4923-a856-383697cac3ad","url":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad","json_url":"https://onlylabs.fyi/signals/5fa56b1f-eadc-4923-a856-383697cac3ad/signal.json","source_url":"https://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","title":"Software Engineer- GPU Fabric Observability","summary":"Baseten 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":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-07T16:50:09.338+00:00","first_seen_at":"2026-07-08T07:10:36.457009+00:00","date_source":"ashby.publishedAt","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://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997"]},"facets":{"location":"San Francisco","team":"Hardware Virtualization","ats":"ashby"},"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://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","final_url":"https://jobs.ashbyhq.com/baseten/cf7fa477-0290-4846-9294-f7bc006ae997","title":"Software Engineer- GPU Fabric Observability","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-07-08T07:12:07.992669+00:00","bytes":13870,"raw_path":"ca26e13045d1659f137ada47915573daab55922785948a9d3160447a074d5c86.json","content_hash":"926ac86704371c214d5d03f1472fab66cd131555e1fc0e95822bea94105356c6","excerpt_chars":1200,"truncated":true,"excerpt":"Software Engineer- GPU Fabric Observability Team: Infrastructure Location: San Francisco Employment type: FullTime Workplace type: Hybrid Remote: yes Published: 2026-07-07T16:50:09.338+00:00 ABOUT BASETEN Baseten powers mission-critical inference for the world's most dynamic AI companies, like Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer. By uniting applied AI research, flexible infrastructure, and seamless developer tooling, we enable companies operating at the frontier of AI to bring cutting-edge models into production. We're growing quickly and recently raised our $1.5B Series F https://www.baseten.co/blog/announcing-our-series-f/, led by Altimeter Capital, Conviction Partners, and Spark Capital. Join us and help build the platform engineers turn to to ship AI products. THE ROLE Baseten is building its own GPU infrastructure for large-scale inference. As we move into large scale, high-density NVIDIA systems, the hardest failures are intermittent, cross-layer, and difficult to prove: RoCE congestion, InfiniBand stalls, ECN/DCQCN mis-tuning, bad optics, RNIC issues, host kernel stalls, GPU driver problems, and workload symptoms that look like network problems,..."},"evidence_pages":[],"related_signals":[{"id":"145692d2-89ed-4518-8fdb-d5fc2c33a6df","url":"https://onlylabs.fyi/signals/145692d2-89ed-4518-8fdb-d5fc2c33a6df","source_url":"https://jobs.ashbyhq.com/baseten/d1b53083-15f9-4f92-9c7d-11792a041f55","title":"GRC Manager","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-24T23:23:23.624+00:00","first_seen_at":"2026-07-25T07:10:37.006408+00:00","date_source":"ashby.publishedAt"},{"id":"ad297744-4b0f-4978-a0cc-c4ff2cf5dc24","url":"https://onlylabs.fyi/signals/ad297744-4b0f-4978-a0cc-c4ff2cf5dc24","source_url":"https://jobs.ashbyhq.com/baseten/454b6a44-1cad-4afe-aceb-2630c0918dac","title":"Forward Deployed Engineer (Training)","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-22T23:11:36.083+00:00","first_seen_at":"2026-07-23T07:10:36.241644+00:00","date_source":"ashby.publishedAt"},{"id":"b803f6e3-ee68-4c16-a6be-10f7c452bcd4","url":"https://onlylabs.fyi/signals/b803f6e3-ee68-4c16-a6be-10f7c452bcd4","source_url":"https://jobs.ashbyhq.com/baseten/ddbd38d0-1914-4bac-9381-75a72f5023ca","title":"People Business Partner, GTM ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-17T19:49:50.945+00:00","first_seen_at":"2026-06-05T22:32:09.249223+00:00","date_source":"ashby.publishedAt"},{"id":"4f43e41b-7c3c-469b-9e87-d00a10055830","url":"https://onlylabs.fyi/signals/4f43e41b-7c3c-469b-9e87-d00a10055830","source_url":"https://jobs.ashbyhq.com/baseten/c6e86fec-9412-4d47-b23c-19da03003364","title":"Field Marketing Manager","context":"New York","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-16T16:18:39.377+00:00","first_seen_at":"2026-07-17T07:10:36.497142+00:00","date_source":"ashby.publishedAt"},{"id":"7422d70d-d909-4f1f-8d52-d33bf63fb4b4","url":"https://onlylabs.fyi/signals/7422d70d-d909-4f1f-8d52-d33bf63fb4b4","source_url":"https://jobs.ashbyhq.com/baseten/85144b67-3a53-4fc3-ab4b-fb7f2c4f3c7a","title":"Engineering","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-09T19:47:33.714+00:00","first_seen_at":"2026-07-10T07:10:36.49556+00:00","date_source":"ashby.publishedAt"},{"id":"27f01266-dde3-4e7d-bd32-57b73cd7e2e4","url":"https://onlylabs.fyi/signals/27f01266-dde3-4e7d-bd32-57b73cd7e2e4","source_url":"https://jobs.ashbyhq.com/baseten/75d81d67-465a-4d65-9745-d1c06b0c7aec","title":"Account Executive - Enterprise ","context":"San Francisco","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"baseten","name":"Baseten","category":"neocloud"},"occurred_at":"2026-07-08T16:23:19.618+00:00","first_seen_at":"2026-07-09T07:10:35.890985+00:00","date_source":"ashby.publishedAt"}]}