Senior Machine Learning Mlops Engineer
3 semanas atrás
Job Title: Machine Learning Team Lead for AI Product Development
About the Role:
Our client, a leading international company, is seeking a highly skilled Machine Learning Team Lead to develop AI products for various applications. The ideal candidate will have hands-on experience in software development using Python in a production environment and a good understanding of software system design and the ML project lifecycle.
Key Responsibilities:
• Manage the team and the full lifecycle of projects
• Design, develop, and maintain scalable model training and inference pipelines in a distributed production environment
• Design, develop, and maintain microservices in Python that host and serve ML models in production
• Design, develop, and maintain internal tools that enable CI/CD/CT, performant feature engineering, experiment tracking, and data and model versioning
Requirements:
• 2+ years in managing Machine Learning engineers and the lifecycle of projects
• Hands-on experience in software development using Python in a production environment
• Good understanding of software system design and the ML project lifecycle
• Familiarity with MLOps concepts and tools such as MLflow or Kubeflow, ML algorithms, and models
• Experience with cloud providers like Microsoft Azure or AWS
• Experience with PySpark and Databricks
What We Offer:
Our client offers a competitive salary and benefits package, as well as opportunities for professional growth and development.
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