Machine Learning Engineer

5 days ago


thiruvananthapuram, India beBeeMachineLearning Full time

Job TitleMachine Learning Engineer - Data Science ExpertAs a Machine Learning Engineer, you will be responsible for developing and implementing end-to-end ML pipelines for recommendation systems, search ranking, and classification problems.Key Responsibilities:Design and implement traditional machine learning models using ensemble methods, SVMs, gradient boosting, and neural networks to drive business growth.Develop time series forecasting models and ranking algorithms for complex business applications to meet customer needs.Implement feature engineering pipelines that handle real-world data noise and edge cases to ensure model reliability in production.Production ML Systems & Deployment:Deploy ML models using containerization and REST API frameworks to enhance scalability and flexibility.Implement model serving solutions on cloud platforms with proper monitoring and alerting to ensure high-quality service delivery.Technical Leadership & Collaboration:Provide technical guidance to AI team members on ML architecture and approach decisions to promote best practices.Mentor team members on best practices for production ML system design and implementation to foster growth.Strategic ML Decision Making:Evaluate problems to determine optimal solutions: classical ML, GenAI, or simpler analytical methods to drive informed decision-making.



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