Key Responsibilities
- Design and implement machine learning models for production systems
- Optimize inference pipelines for performance and scalability
- Collaborate with cross-functional teams to deploy AI models at scale
- Research and integrate state-of-the-art ML techniques
- Monitor model performance and implement improvements
- Develop tools and frameworks for ML lifecycle management
Requirements
- 3+ years of experience in machine learning or related fields
- Proficiency in Python and deep learning frameworks (PyTorch/TensorFlow)
- Experience with model optimization and deployment
- Strong understanding of ML algorithms and best practices
- Familiarity with cloud platforms and distributed computing