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Strong VC backing, metro location, popular mid-level PM title, and broad AI/API skillset increase competition.
Role demands specialized ML model API and evaluation expertise, limiting cross-industry transferability.
Explicit 3+ years requirement plus mandatory AI/ML product and model lifecycle expertise.
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Own the entire API product surface for Sarvam's model APIs including specification, versioning, documentation, developer experience, pricing, packaging, and deprecation.
Drive model roadmap decisions by integrating usage data, evaluations, and customer feedback with research leads to prioritize capabilities and features for training and release.
Lead evaluation and quality definition as product: set benchmarks for accuracy, latency, cost, robustness, and manage production deployment reliability and trade-offs.
3+ years experience building AI/ML products, developer platforms, or APIs involving model-driven product decisions.
Strong knowledge and working fluency with the AI/ML model lifecycle, including data, training, fine-tuning, evaluation, deployment, and monitoring.
Comfort with data analytics and strong quantitative analytical instincts; ability to make data-driven trade-off decisions.
Work Experience Required: 3+ years in relevant AI/ML product or API roles. Notice period: Not explicitly mentioned in the JD.
Experienced in influencing AI model product roadmaps through integration of technical research and market/customer insights.
Able to collaborate effectively with research teams and engineers, earning trust to navigate model lifecycle complexity.
Comfortable making and defending trade-offs between quality, latency, and cost, with a strong operational focus on API maintenance and developer experience.