Data Driven Decision Maker
4 days ago
Machine Learning Engineer Role
A highly skilled Machine Learning Engineer is required to drive business growth through data-driven decision making.
Key Responsibilities:
- Model Development and Deployment: Design, develop, and deploy machine learning models and algorithms to solve complex business problems.
- Collaboration and Cross-Functional Teams: Collaborate with cross-functional teams to understand requirements and translate business objectives into scalable ML solutions.
- Pipeline Management: Build and maintain robust ML pipelines for data preprocessing, feature engineering, model training, validation, and deployment.
- Performance Optimization: Optimize model performance through hyperparameter tuning, feature selection, and algorithmic improvements.
- MLOps Best Practices: Implement MLOps best practices including model versioning, monitoring, and automated retraining workflows.
- Data Quality and Integrity: Ensure data quality, integrity, and security throughout the ML lifecycle.
- System Scaling: Scale ML systems to handle large datasets and high-throughput inference requirements.
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