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Mid-level ML production role in metro Pune with common title and reasonable applicant pool.
Requires deep production ML and MLOps expertise, limiting cross-industry transferability.
Requires PhD/Masters, mandatory 5+ years production ML experience, plus Python/SQL and cloud skills.
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Own design, implementation, and deployment of machine learning algorithms within a Python-based cloud architecture.
Build and release new data interaction capabilities via modern APIs and frameworks.
Deliver high-quality, automated, and responsive production-ready ML code with visualization of analytics for internal and external stakeholders.
Ph.D or Masters in quantitative/applied field (Statistics, Econometrics, Computer Science, Operations Research, Mathematics, Engineering, Physics).
5+ years of production ML development and deployment experience (not entry-level).
Proficiency in Python and SQL required; familiarity with Spark, web services, RESTful APIs, and cloud infrastructure (AWS, GCP, Snowflake).
Work Experience Required: 5+ years in production ML development and deployment.
Experienced in production-grade ML model deployment and MLOps practices within cloud environments.
Strong mathematical foundation and knowledge of core ML principles including NLP, feature engineering, supervised/unsupervised learning, and A/B testing.
Able to deliver solutions in agile teams, communicate remotely, and adapt to evolving requirements with stakeholder management.