{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Senior 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/48cda1f8-3448-4eca-9afa-25b16a878275","json_url":"https://onlylabs.fyi/signals/48cda1f8-3448-4eca-9afa-25b16a878275/signal.json","generated_at":"2026-06-11T03:17:29.30695+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/48cda1f8-3448-4eca-9afa-25b16a878275","signal_json":"https://onlylabs.fyi/signals/48cda1f8-3448-4eca-9afa-25b16a878275/signal.json","source":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","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 Senior 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 opening, not notable. 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/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","source_host":"jobs.ashbyhq.com","occurred_at":"2026-05-13T14:20:13.881+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 opening, not notable","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/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T03:17:29.30695+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/48cda1f8-3448-4eca-9afa-25b16a878275/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/48cda1f8-3448-4eca-9afa-25b16a878275/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","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 \"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","text":"Sarvam AI opened role Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"is classified as","object":"job signal","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI is classified as job signal."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"belongs to","object":"hiring desk","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI belongs to hiring desk."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has context","object":"Bengaluru","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has context Bengaluru."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has evidence coverage 1 captured evidence page."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has captured page count","object":"1","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has captured page count 1."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has readable page count","object":"1","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has readable page count 1."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has related signal count","object":"6","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has related signal count 6."},{"subject":"Senior 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":"Senior 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":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has source host jobs.ashbyhq.com."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has lab","object":"Sarvam AI","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has lab Sarvam AI."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has signal desk","object":"hiring","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has signal desk hiring."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has source host jobs.ashbyhq.com."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has team","object":"Engineering","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has team Engineering."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has location","object":"Bengaluru","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has location Bengaluru."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has ats","object":"ashby","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has ats ashby."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has notability","object":"Routine job opening, not notable","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has notability Routine job opening, not notable."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has watch term","object":"Infrastructure","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Senior 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 opening, not notable. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","text":"Sarvam AI opened role Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"is classified as","object":"job signal","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI is classified as job signal."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"belongs to","object":"hiring desk","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI belongs to hiring desk."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has context","object":"Bengaluru","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has context Bengaluru."},{"subject":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI has evidence coverage 1 captured evidence page."}]},"signal":{"id":"48cda1f8-3448-4eca-9afa-25b16a878275","url":"https://onlylabs.fyi/signals/48cda1f8-3448-4eca-9afa-25b16a878275","json_url":"https://onlylabs.fyi/signals/48cda1f8-3448-4eca-9afa-25b16a878275/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","title":"Senior 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":"2026-05-13T14:20:13.881+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/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c"]},"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/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","final_url":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","title":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.30695+00:00","bytes":12289,"raw_path":"eb3114c0b58345bbedeb069d381989991204956f38234fce3229f62ab284a426.json","content_hash":"ae11b281a261862ab51850af5699e9b747fcaf5f28fdaee84747bab462142099","excerpt_chars":1200,"truncated":true,"excerpt":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-13T14:20:13.881+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 We’re looking for a Senior FDSE to lead complex, large-scale deployments of Sarvam’s on-device AI platform at enterprise accounts. You will bring deep technical authority, owning everything from BIOS and firmware diagnostics to MDM fleet architecture, while acting as a senior technical partner to enterprise IT teams and a key contributor to the presales motion. Beyond your own hands-on deployment and support work, you will set the technical standard for field engineering at Sarvam: defining..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","final_url":"https://jobs.ashbyhq.com/sarvam/c89d8b58-6bb8-4516-a8ac-86f5f45cd04c","title":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T03:17:29.30695+00:00","bytes":12289,"raw_path":"eb3114c0b58345bbedeb069d381989991204956f38234fce3229f62ab284a426.json","content_hash":"ae11b281a261862ab51850af5699e9b747fcaf5f28fdaee84747bab462142099","excerpt_chars":1200,"truncated":true,"excerpt":"Senior Forward Deployed Software Engineer (FDSE) - OnDevice AI Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-05-13T14:20:13.881+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 We’re looking for a Senior FDSE to lead complex, large-scale deployments of Sarvam’s on-device AI platform at enterprise accounts. You will bring deep technical authority, owning everything from BIOS and firmware diagnostics to MDM fleet architecture, while acting as a senior technical partner to enterprise IT teams and a key contributor to the presales motion. 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