{"id":122161,"url":"https://alion.io/job/sarvam-ai-product-manager-model-apis","title":"Product Manager, Model APIs","company":{"id":229,"name":"Sarvam AI","domain":"sarvam.ai","url":"https://alion.io/company/sarvam-ai","size_band":"501-1000","is_staffing_agency":false,"employer_type":"direct","is_intermediary":false,"listed_via":null,"ats_vendor":"Ashby","truth_index":{"grade":"A","score":95,"open_postings":35,"ghost_share":0,"stale_share":0,"repost_share":0,"time_to_fill_p50_days":85,"computed_at":"2026-11-05T05:54:30Z"}},"role":"Product","role_family":"Product","seniority":"middle","employment_type":"full_time","work_mode":"on_site","remote_scope":null,"remote_scope_basis":null,"remote_working_hours":null,"hiring_geo_confidence":"structured","locations":["Bengaluru, India"],"countries":["IN"],"hiring_countries":[],"hiring_countries_total":0,"salary":null,"salary_estimate":{"min_usd":18500,"max_usd":43000,"period":"year","method":"role_seniority_country_remote_cell","sample_n":21},"experience_years_min":3,"visa_sponsorship":false,"relocation_package":false,"has_equity":false,"technologies":[{"name":"Fine-tuning","optional":false},{"name":"Multimodal AI","optional":false},{"name":"LLM","optional":true},{"name":"Python","optional":true},{"name":"Speech Recognition","optional":true},{"name":"SQL","optional":true},{"name":"Text-to-Speech","optional":true}],"status":"live","first_seen_at":"2026-08-25T10:39:32Z","employer_posted_date":"2026-08-25","last_verified_at":"2026-11-05T10:33:14Z","board_verified":true,"closed_at":null,"days_open":72,"trust":{"level":"ok","repost_count":0,"flags":[],"days_open":71},"description":"About Sarvam\nSarvam 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.\nAbout the Role\nWe are hiring a Product Manager for Model APIs. This is the person who owns how developers and enterprises consume Sarvam's models, and who carries what they learn back into what we train next.\nYou will sit at the seam between research and the market. On one side, you own the API surface: what we ship, how it is shaped, how it is priced and packaged, and whether it holds up in production. On the other, you help set model direction: which capabilities to prioritize, which languages and domains to invest in, what “good enough to ship” means, and where the next release should aim. This is a role for someone who wants to influence the model roadmap itself, not just wrap it in an interface.\nWhat You'll Do\nOwn the product surface for Sarvam's model APIs across speech, language, and multimodal, from spec and versioning to documentation, developer experience, and deprecation.\n\nShape model roadmaps alongside research leads, bringing evidence from usage, evals, and customer signal into decisions about what gets trained, fine-tuned, and released.\n\nDefine what quality means for each model line and hold the bar: accuracy, latency, cost per call, robustness, and the failure modes that matter to real deployments.\n\nOwn evaluation as a product, including benchmark suites, offline and online tests, human evals, and the reporting that makes model progress legible to everyone from researchers to customers.\n\nTurn customer and developer feedback into concrete model and API requirements, and close the loop by telling them what changed and why.\n\nPartner with infra and platform teams on rollout, capacity, monitoring, and reliability for models in production.\n\nDrive release planning end to end: positioning, launch, migration paths for existing users, and the trade-off calls that come with each.\n\nCommunicate priorities and trade-offs clearly across research, engineering, GTM, and leadership.\n\nWhat We're Looking For\n3+ years building AI/ML products, developer platforms, or APIs, ideally where the underlying model was part of the product decision rather than a fixed input.\n\nWorking fluency with the model lifecycle: data, training, fine-tuning, evaluation, deployment, and monitoring. You do not need to train models, but you should be able to hold your own in a conversation with the people who do.\n\nStrong analytical instincts and genuine comfort with data. You reach for the numbers before the narrative.\n\nSound judgment on trade-offs between quality, latency, and cost, and the confidence to make a call and defend it.\n\nAbility to work closely with researchers and earn their trust.\n\nBonus Points\nExperience with speech (ASR, TTS) or LLM APIs, and the metrics that govern them: WER, CER, MOS, TTFT, tokens per second.\n\nTrack record shipping and maintaining a public or enterprise-facing API.\n\nHands-on with SQL, Python, or ML tooling, enough to run your own analysis.\n\nExposure to Indian language AI, multilingual systems, or evaluation for low-resource languages.\n\nWhy Sarvam?\nSarvam is a fast-moving, high talent-density team building full-stack AI for India, working on problems that push the frontiers of AI with real population-scale impact.\nWork alongside researchers, engineers, builders, and business leaders who move fast and hold each other to a very high bar\n\nHigh ownership and high impact, from day one\n\nEverything we do is AI-first, from the way we build and ship to the way we think about problems\n\nYou can work on problems that could change how an entire country learns, works, and communicates\n\nIf you want to work on problems at the frontier of AI in India, Sarvam is the place to be.","description_format":"text","description_chars":4116,"description_truncated":false,"requirements":{"experience_years_min":3,"management_years_min":null,"team_size_min":null,"manages_managers":false,"education":null,"security_clearance":false,"languages":[]},"benefits":[],"hiring_locations":[],"hiring_excludes":[],"relocation_offered":false,"industries":["LLM & Generative AI","Natural Language Processing","Speech & Audio AI","Foundation Models"],"lifecycle":[{"event":"open","at":"2026-08-25T10:39:32Z"}],"visa":[],"liveness":{"score":52,"band":"ok","label":"Likely open","p_open":1,"p_active":0.87,"p_room":0.6,"age_days":71,"expected_fill_days":85,"reasons":["conf:0","velocity","win:late","crowd:"],"computed_at":"2026-11-05T05:54:30Z"},"pay":null,"html_url":"https://alion.io/job/sarvam-ai-product-manager-model-apis","json_url":"https://alion.io/job/sarvam-ai-product-manager-model-apis.json","meta":{"generated_at":"2026-11-05T11:17:02Z","cache_seconds":300,"methodology":"https://alion.io/methodology","terms":"https://alion.io/terms","contact":"https://alion.io/contact","api":"https://alion.io/developers","about":"Alion is a live layer of people, companies and AI agents: who they are, whether they are real and active right now, what they do and how to work with them, readable by people and by agents and paid per call.","catalog":"https://alion.io/catalog.json","usage":{"tier":"crawler_verified","counted_by":"address","units_charged":1,"used_today":14434,"day_limit":null,"remaining_today":null,"minute_limit":300,"resets_at":"2026-11-06T00:00:00Z"}},"offers":[{"id":"company.slices","title":"One company in depth, by slice","status":"live","price":{"credits":0.02,"usd":0.002,"plus_per_slice":{"credits":0.05,"usd":0.005}},"unit":"per company, plus each slice with data","note":"the employer in depth","call":{"mcp_tool":"get_company","arguments":{"id":229},"rest":"https://alion.io/mcp/rest/get_company?id=229"},"human":"https://alion.io/catalog?offer=company.slices&for=job%2Fsarvam-ai-product-manager-model-apis"},{"id":"market.stats","title":"A market slice: pay, demand and time to fill","status":"live","price":{"credits":1,"usd":0.1},"unit":"per slice","note":"pay, demand and time to fill for this role and place","call":{"mcp_tool":"market_stats"},"human":"https://alion.io/catalog?offer=market.stats&for=job%2Fsarvam-ai-product-manager-model-apis"},{"id":"job.search","title":"Open jobs by role, technology, place, pay and visa","status":"live","price":{"credits":0.02,"usd":0.002},"unit":"per posting in a list","note":"similar open postings","call":{"mcp_tool":"search_jobs"},"human":"https://alion.io/catalog?offer=job.search&for=job%2Fsarvam-ai-product-manager-model-apis"},{"id":"company.verify","title":"Is this company real and active right now","status":"pilot","price":null,"unit":"per company","request":{"url":"https://alion.io/catalog/request","method":"POST","body":"{\"offer\": \"company.verify\", \"for\": \"job/sarvam-ai-product-manager-model-apis\", \"note\": \"what you need it for\"}"},"human":"https://alion.io/catalog?offer=company.verify&for=job%2Fsarvam-ai-product-manager-model-apis"}],"agent":{"mcp":"https://alion.io/mcp/jobs","mcp_open":"https://alion.io/mcp/open","next":[{"tool":"get_job","arguments":{"id":122161}},{"tool":"search_jobs","arguments":{"company":"sarvam.ai","detail":"compact"}},{"tool":"match_people","arguments":{"job_id":122161},"note":"people open to offers who fit this vacancy"}],"note":"The same data through MCP tools: https://alion.io/mcp/open needs no sign-in (compact searches, postings, people); https://alion.io/mcp with an Alion account has everything. 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