Lead Software Engineer - MLOps Platform
- Location
- Greater London, England, United Kingdom
different model frameworks and architectures Implement tools and frameworks for model versioning, experiment tracking, and lifecycle management Develop systems for monitoring model performance, addressing data drift and model drift Collaborate with data scientists and engineers to devise model integration/deployment patterns and best practices Optimize resource utilization … Designing and implementing a framework for effective tests strategies (unit, component, integration, end-to-end, performance, champion/challenger, etc) Ensure platform compliance with data privacy, security, and regulatory standards Mentor team members on platform design principles and best practices Mentor other team members on coding practices ...