About the role
TL;DR
Owns Sarvam's model APIs and influences the AI model roadmap.
- •We 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.
- •Key Responsibilities Own the product surface for Sarvam's model APIs across speech, language, and multimodal, from spec and versioning to documentation, developer experience, and deprecation.
- •Shape model roadmaps alongside research leads, bringing evidence from usage, evals, and customer signal into decisions about what gets trained, fine-tuned, and released.
- •Define 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.
- •Own 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.
- •Requirements 3+ 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.
- •Working fluency with the model lifecycle: data, training, fine-tuning, evaluation, deployment, and monitoring.
- •Strong analytical instincts and genuine comfort with data.
- •Sound judgment on trade-offs between quality, latency, and cost, and the confidence to make a call and defend it.
Required skills
Product ManagementNLPLLMsPythonSQLREST APIgRPC
Nice-to-have skills
OpenAI APILangChainHugging Face
Domain expertise
aideveloper-tools
Tech stack
PythonSQLOpenAI APILangChainHugging FaceNLPLLMsGitLinuxREST APIgRPC