Product Manager, Model APIs

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…

Own evaluation as a product, including benchmark suites, offline and online tests, human evals, and the reporting that makes model progress legible to everyone…

Working fluency with the model lifecycle: data, training, fine-tuning, evaluation, deployment, and monitoring. You do not need to train models…

Strong analytical instincts and genuine comfort with data. You reach for the numbers before the narrative.

Sound judgment on trade-offs between quality, latency, and cost, and the confidence to make a call and defend it.

Ability to work closely with researchers and earn their trust.