Key Responsibilities
- Design, develop, and deploy machine learning models for production environments
- Optimize models for performance, scalability, and inference efficiency
- Collaborate with cross-functional teams to integrate ML solutions into products
- Research and implement state-of-the-art techniques in deep learning and AI
- Monitor model performance and implement continuous improvement pipelines
- Document technical specifications and maintain code quality standards
Requirements
- 3+ years of experience in machine learning or related fields
- Proficiency in Python and ML frameworks (PyTorch/TensorFlow)
- Experience with MLOps tools and cloud platforms
- Strong problem-solving skills and mathematical foundation
- Familiarity with data pipelines and model deployment