Senior Data Science Professional

2 weeks ago


ahmedabad, India beBeeMachineLearning Full time

Machine Learning Engineer PositionThe position involves designing and implementing end-to-end ML pipelines for recommendation systems, search ranking, and classification problems.Develop traditional ML models using ensemble methods, SVMs, gradient boosting, and neural networks to solve complex data analysis tasks.Create robust data preprocessing and validation systems that ensure model reliability in production environments.Production ML Systems & Deployment:Deploy ML models using Docker containerization and REST API frameworks to streamline the development process.Implement model serving solutions on Azure Container Instances with proper monitoring and alerting to ensure high-quality performance.Technical Leadership & Collaboration:Provide technical guidance to AI team members on ML architecture and approach decisions to drive innovation.Mentor team members on best practices for production ML system design and implementation to enhance their skills.Strategic ML Decision Making:Evaluate problems to determine optimal solutions by combining classical ML, generative AI, or simpler analytical methods.



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