Job Description
Responsibilities:
- Lead the end-to-end design development and deployment of advanced machine learning models for production environments
- Build and maintain robust data processing pipelines for training evaluation and inference
- Collaborate closely with data scientists, software engineers, and product managers to define ML requirements and deliver impactful solutions
- Optimize models for performance, accuracy, and efficiency through iterative experimentation and tuning
- Integrate ML solutions seamlessly into existing applications and services
- Implement best practices in ML engineering including reproducibility, version control, and monitoring
- Stay informed about emerging ML/AI technologies and assess their potential for integration
- Mentor junior engineers to strengthen the team's technical capabilities
- Contribute to architectural planning and strategic decision-making for AI/ML initiatives
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