{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a","json_url":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a/signal.json","generated_at":"2026-06-11T03:17:29.300021+00:00","org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab","category_label":"Neolab","dossier_url":"https://onlylabs.fyi/labs/sarvam","dossier_json_url":"https://onlylabs.fyi/labs/sarvam/dossier.json"},"related_urls":{"signal":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a","signal_json":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a/signal.json","source":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","lab_dossier":"https://onlylabs.fyi/labs/sarvam","lab_dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis":"https://onlylabs.fyi/analysis/sarvam","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","category":"https://onlylabs.fyi/neolabs","category_json":"https://onlylabs.fyi/neolabs.json","category_feed":"https://onlylabs.fyi/neolabs/feed.xml","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","topic":"https://onlylabs.fyi/topics/hiring","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","data_business":null},"answer_pack":{"answer":"Sarvam AI opened Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting, no community traction.. 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/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","source_host":"jobs.ashbyhq.com","occurred_at":"2026-05-13T14:23:50.938+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt","context":"Bengaluru"},"context_markers":[{"label":"Lab","value":"Sarvam AI","source":"signal"},{"label":"Signal desk","value":"hiring","source":"signal"},{"label":"Source host","value":"jobs.ashbyhq.com","source":"source"},{"label":"Team","value":"Engineering","source":"signal"},{"label":"Location","value":"Bengaluru","source":"signal"},{"label":"ATS","value":"ashby","source":"source"},{"label":"Notability","value":"Routine job posting, no community traction.","source":"signal"},{"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/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:29.300021+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a/signal.json","dossier_json":"https://onlylabs.fyi/labs/sarvam/dossier.json","analysis_json":"https://onlylabs.fyi/analysis/sarvam/analysis.json","analysis_evidence_json":"https://onlylabs.fyi/analysis/sarvam/evidence.json","topic_signals_json":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","topic_feed":"https://onlylabs.fyi/topics/hiring/feed.xml?category=neolab","category_signals_json":"https://onlylabs.fyi/signals.json?category=neolab","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/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","required":true},{"label":"dossier_json","url":"https://onlylabs.fyi/labs/sarvam/dossier.json","required":true},{"label":"analysis_evidence_json","url":"https://onlylabs.fyi/analysis/sarvam/evidence.json","required":true},{"label":"topic_signals_json","url":"https://onlylabs.fyi/topics/hiring/signals.json?category=neolab","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 Sarvam AI's job signal \"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","text":"Sarvam AI opened role Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"is classified as","object":"job signal","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI is classified as job signal."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"belongs to","object":"hiring desk","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI belongs to hiring desk."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has context","object":"Bengaluru","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has context Bengaluru."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has evidence coverage 1 captured evidence page."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has captured page count","object":"1","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has captured page count 1."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has readable page count","object":"1","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has readable page count 1."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has related signal count","object":"6","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has related signal count 6."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","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":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has source host jobs.ashbyhq.com."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has lab","object":"Sarvam AI","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has lab Sarvam AI."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has signal desk","object":"hiring","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has signal desk hiring."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has source host jobs.ashbyhq.com."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has team","object":"Engineering","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has team Engineering."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has location","object":"Bengaluru","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has location Bengaluru."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has ats","object":"ashby","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has ats ashby."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has notability","object":"Routine job posting, no community traction.","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has notability Routine job posting, no community traction.."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has watch term","object":"Infrastructure","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI (Bengaluru). This hiring signal is demand evidence for teams, locations, and technical bets being staffed. High-signal details: team Engineering · location Bengaluru · Routine job posting, no community traction.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","text":"Sarvam AI opened role Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"is classified as","object":"job signal","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI is classified as job signal."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"belongs to","object":"hiring desk","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI belongs to hiring desk."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has context","object":"Bengaluru","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has context Bengaluru."},{"subject":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a","url":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a","json_url":"https://onlylabs.fyi/signals/af58e799-d2fe-4d7a-a4e9-fe1bcd987d9a/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","title":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","summary":"Sarvam AI opened a hiring signal. onlylabs watches roles as demand indicators for teams, locations, and technical bets.","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-05-13T14:23:50.938+00:00","first_seen_at":"2026-06-05T20:58:52.672708+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/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c"]},"facets":{"location":"Bengaluru","team":"Engineering","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":{"url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","final_url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","title":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.300021+00:00","bytes":13944,"raw_path":"49f03c1976cd4504fd69016a6a4b423840fca6dc8cf371aa37f9868c088375ae.json","content_hash":"148688ba69eb964fe2b42ff7127dc2fc11a1c2a22b90c16464590383ce026a19","excerpt_chars":1200,"truncated":true,"excerpt":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-13T14:23:50.938+00:00 ABOUT SARVAM Sarvam is building the bedrock of Sovereign AI for India. The company is developing India’s full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India’s leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. ABOUT THE ROLE This is the most senior individual contributor role in Sarvam’s field engineering function. The Principal FDSE owns the technical relationship with our most strategic enterprise accounts, from architecture and deployment to escalation resolution and long-term platform adoption. You will work at the intersection of AI-PC hardware (NPU, SLM), enterprise fleet automation, and solution architecture, navigating cross-OEM interoperability challenges and setting the technical direction for how..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","final_url":"https://jobs.ashbyhq.com/sarvam/6fd801ec-53db-461c-ad3a-e2b4aea5856c","title":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.300021+00:00","bytes":13944,"raw_path":"49f03c1976cd4504fd69016a6a4b423840fca6dc8cf371aa37f9868c088375ae.json","content_hash":"148688ba69eb964fe2b42ff7127dc2fc11a1c2a22b90c16464590383ce026a19","excerpt_chars":1200,"truncated":true,"excerpt":"Principal Forward Deployed Software Engineer (FDSE) - OnDevice AI Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-13T14:23:50.938+00:00 ABOUT SARVAM Sarvam is building the bedrock of Sovereign AI for India. The company is developing India’s full-stack sovereign AI platform, building across research, models, infrastructure and applications with a singular focus on making AI genuinely work for India. Sarvam works with leading enterprises and public institutions and is backed by Lightspeed, Peak XV, and Khosla Ventures. Sarvam partners with India’s leading brands, including Tata Capital, SBI Life, CRED, IDFC, and LIC. ABOUT THE ROLE This is the most senior individual contributor role in Sarvam’s field engineering function. The Principal FDSE owns the technical relationship with our most strategic enterprise accounts, from architecture and deployment to escalation resolution and long-term platform adoption. You will work at the intersection of AI-PC hardware (NPU, SLM), enterprise fleet automation, and solution architecture, navigating cross-OEM interoperability challenges and setting the technical direction for how..."}],"related_signals":[{"id":"a0ed2969-b120-4cec-a95c-f84203926563","url":"https://onlylabs.fyi/signals/a0ed2969-b120-4cec-a95c-f84203926563","source_url":"https://jobs.ashbyhq.com/sarvam/30259734-50c3-4f1c-81cd-8bff07e585e7","title":"Applied AI Engineer, Sarvam Agents","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-10T17:13:02.712+00:00","first_seen_at":"2026-06-11T07:01:15.429356+00:00","date_source":"ashby.publishedAt"},{"id":"29f74af2-73b4-4a96-a8d3-6186ba033121","url":"https://onlylabs.fyi/signals/29f74af2-73b4-4a96-a8d3-6186ba033121","source_url":"https://jobs.ashbyhq.com/sarvam/7f3aa010-8b45-475f-a361-2c6b51074558","title":"Business Development - Education & Healthcare","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T09:17:21.529+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"bda866e0-c177-44cf-8e5a-377529003ec6","url":"https://onlylabs.fyi/signals/bda866e0-c177-44cf-8e5a-377529003ec6","source_url":"https://jobs.ashbyhq.com/sarvam/8b83a923-78ac-485d-a1b4-304ea526160c","title":"CISO","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-08T07:57:32.416+00:00","first_seen_at":"2026-06-09T07:00:28.32386+00:00","date_source":"ashby.publishedAt"},{"id":"0da58707-8608-4400-b3da-921d192c9455","url":"https://onlylabs.fyi/signals/0da58707-8608-4400-b3da-921d192c9455","source_url":"https://jobs.ashbyhq.com/sarvam/e72fad96-0e1a-4926-8cf4-b3986fc59e6c","title":"GTM & Strategy Associate, Sarvam Studio","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-05T08:26:03.478+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"d825bc36-ba52-4ddc-a46f-6434f27daab8","url":"https://onlylabs.fyi/signals/d825bc36-ba52-4ddc-a46f-6434f27daab8","source_url":"https://jobs.ashbyhq.com/sarvam/6ad226cd-9400-41b6-9c64-db35b7d24516","title":"Performance Engineer, On-Device Inference","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:10:21.432+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"},{"id":"c66e7622-bf8c-4fe2-8124-b1e10e03efa5","url":"https://onlylabs.fyi/signals/c66e7622-bf8c-4fe2-8124-b1e10e03efa5","source_url":"https://jobs.ashbyhq.com/sarvam/4129247f-07d0-4fea-b72e-f86adabc55ad","title":"Senior Performance Engineer, Discrete GPU","context":"Bengaluru","kind":{"key":"job_opened","label":"Job"},"org":{"slug":"sarvam","name":"Sarvam AI","category":"neolab"},"occurred_at":"2026-06-04T18:05:58.002+00:00","first_seen_at":"2026-06-05T20:58:52.672708+00:00","date_source":"ashby.publishedAt"}]}