{"schema_version":"onlylabs.public_signal.v1","title":"Sarvam AI Job: Architect, On-Device Inference","description":"Sarvam AI job signal with public source context, captured evidence pages, related signals, and category-scoped analysis context.","url":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29","json_url":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29/signal.json","generated_at":"2026-06-11T01:52:54.880886+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/746f92e6-64a8-4930-b219-65ab8c8b0d29","signal_json":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29/signal.json","source":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","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 Architect, On-Device Inference (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.. 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/a0572d24-d8c6-47c2-b136-0ae115a96a75","source_host":"jobs.ashbyhq.com","occurred_at":"2026-06-04T17:53:26.346+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.","source":"signal"},{"label":"Watch term","value":"Infrastructure","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/a0572d24-d8c6-47c2-b136-0ae115a96a75"],"related_signals":6,"has_source_url":true,"latest_page_fetched_at":"2026-06-11T01:52:54.880886+00:00"},"data_business":{"matches":false,"lanes":[],"matched_terms":[],"score":null,"reason":null},"agent_handoff":{"signal_json":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29/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/746f92e6-64a8-4930-b219-65ab8c8b0d29/signal.json","required":true},{"label":"source","url":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","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 \"Architect, On-Device Inference\" for neolab strategy."},"semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Architect, On-Device Inference","text":"Sarvam AI opened role Architect, On-Device Inference."},{"subject":"Architect, On-Device Inference","predicate":"is classified as","object":"job signal","text":"Architect, On-Device Inference is classified as job signal."},{"subject":"Architect, On-Device Inference","predicate":"belongs to","object":"hiring desk","text":"Architect, On-Device Inference belongs to hiring desk."},{"subject":"Architect, On-Device Inference","predicate":"has context","object":"Bengaluru","text":"Architect, On-Device Inference has context Bengaluru."},{"subject":"Architect, On-Device Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Architect, On-Device Inference has evidence coverage 1 captured evidence page."},{"subject":"Architect, On-Device Inference","predicate":"has captured page count","object":"1","text":"Architect, On-Device Inference has captured page count 1."},{"subject":"Architect, On-Device Inference","predicate":"has readable page count","object":"1","text":"Architect, On-Device Inference has readable page count 1."},{"subject":"Architect, On-Device Inference","predicate":"has related signal count","object":"6","text":"Architect, On-Device Inference has related signal count 6."},{"subject":"Architect, On-Device Inference","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":"Architect, On-Device Inference has analysis playbook objective Turn open roles into leading indicators for teams, locations, infrastructure needs, eval work, data demand, and commercialization buildout.."},{"subject":"Architect, On-Device Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Architect, On-Device Inference has source host jobs.ashbyhq.com."},{"subject":"Architect, On-Device Inference","predicate":"has lab","object":"Sarvam AI","text":"Architect, On-Device Inference has lab Sarvam AI."},{"subject":"Architect, On-Device Inference","predicate":"has signal desk","object":"hiring","text":"Architect, On-Device Inference has signal desk hiring."},{"subject":"Architect, On-Device Inference","predicate":"has source host","object":"jobs.ashbyhq.com","text":"Architect, On-Device Inference has source host jobs.ashbyhq.com."},{"subject":"Architect, On-Device Inference","predicate":"has team","object":"Engineering","text":"Architect, On-Device Inference has team Engineering."},{"subject":"Architect, On-Device Inference","predicate":"has location","object":"Bengaluru","text":"Architect, On-Device Inference has location Bengaluru."},{"subject":"Architect, On-Device Inference","predicate":"has ats","object":"ashby","text":"Architect, On-Device Inference has ats ashby."},{"subject":"Architect, On-Device Inference","predicate":"has notability","object":"Routine job opening.","text":"Architect, On-Device Inference has notability Routine job opening.."},{"subject":"Architect, On-Device Inference","predicate":"has watch term","object":"Infrastructure","text":"Architect, On-Device Inference has watch term Infrastructure."}]},"intelligence":{"signal_desk":"hiring","answer":"Sarvam AI opened Architect, On-Device Inference (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.. onlylabs links this event to 1 captured evidence page and 6 related job signals.","semantic_triples":[{"subject":"Sarvam AI","predicate":"opened","object":"role Architect, On-Device Inference","text":"Sarvam AI opened role Architect, On-Device Inference."},{"subject":"Architect, On-Device Inference","predicate":"is classified as","object":"job signal","text":"Architect, On-Device Inference is classified as job signal."},{"subject":"Architect, On-Device Inference","predicate":"belongs to","object":"hiring desk","text":"Architect, On-Device Inference belongs to hiring desk."},{"subject":"Architect, On-Device Inference","predicate":"has context","object":"Bengaluru","text":"Architect, On-Device Inference has context Bengaluru."},{"subject":"Architect, On-Device Inference","predicate":"has evidence coverage","object":"1 captured evidence page","text":"Architect, On-Device Inference has evidence coverage 1 captured evidence page."}]},"signal":{"id":"746f92e6-64a8-4930-b219-65ab8c8b0d29","url":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29","json_url":"https://onlylabs.fyi/signals/746f92e6-64a8-4930-b219-65ab8c8b0d29/signal.json","source_url":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","title":"Architect, On-Device Inference","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":"2026-06-04T17:53:26.346+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/a0572d24-d8c6-47c2-b136-0ae115a96a75"]},"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/a0572d24-d8c6-47c2-b136-0ae115a96a75","final_url":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","title":"Architect, On-Device Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:52:54.880886+00:00","bytes":11747,"raw_path":"bbbf3dbdea842ce178870371012cbc610e8e1e31313a475ed039f1d57f6f2e48.json","content_hash":"8de710037dae4f0566ca7c048254cd76fe0d3772c5fd55f9a3d54cd7c5203eaf","excerpt_chars":1200,"truncated":true,"excerpt":"Architect, On-Device Inference Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-04T17:53:26.346+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 Own the technical architecture of Sarvam’s on-device products end-to-end - from model export and chipset-specific runtime selection up through the OS-layer voice input integration on Windows, macOS, and Android. You set the standards every other engineer on the team works against, you are the technical interface to OEM partners (Qualcomm, Intel, NVIDIA, AMD, Apple), and you are accountable for hitting the published latency, footprint, and accuracy targets across every supported chipset. This is a player-coach role. We..."},"evidence_pages":[{"url":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","final_url":"https://jobs.ashbyhq.com/sarvam/a0572d24-d8c6-47c2-b136-0ae115a96a75","title":"Architect, On-Device Inference","http_status":200,"content_type":"application/json","capture_method":"plain","fetched_at":"2026-06-11T01:52:54.880886+00:00","bytes":11747,"raw_path":"bbbf3dbdea842ce178870371012cbc610e8e1e31313a475ed039f1d57f6f2e48.json","content_hash":"8de710037dae4f0566ca7c048254cd76fe0d3772c5fd55f9a3d54cd7c5203eaf","excerpt_chars":1200,"truncated":true,"excerpt":"Architect, On-Device Inference Team: Engineering Location: Bengaluru Employment type: FullTime Workplace type: OnSite Remote: no Published: 2026-06-04T17:53:26.346+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 Own the technical architecture of Sarvam’s on-device products end-to-end - from model export and chipset-specific runtime selection up through the OS-layer voice input integration on Windows, macOS, and Android. You set the standards every other engineer on the team works against, you are the technical interface to OEM partners (Qualcomm, Intel, NVIDIA, AMD, Apple), and you are accountable for hitting the published latency, footprint, and accuracy targets across every supported chipset. This is a player-coach role. 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