Lead Machine Learning Engineer
hirecrap
Job Description
- Lead the end-to-end development of machine learning models, from prototyping to production deployment.
- Architect scalable ML pipelines and infrastructure.
- Work closely with data scientists to transition research models into robust production systems.
- Collaborate with engineering teams to integrate ML models into applications and services.
- Manage and mentor a team of machine learning and data engineers.
- Establish best practices for model development, evaluation, monitoring, and retraining.
- Design experiments, analyze results, and iterate rapidly to improve model performance.
- Stay current with the latest research and developments in machine learning and AI.
- Define and enforce ML model governance, versioning, and documentation standards.