Senior/Lead Machine Learning Engineer

Responsibilities

• Contribute to the design, development, and management of an ML pipeline aligned with best practices
• Develop, deploy, maintain, troubleshoot, and improve ML pipeline components
• Lead the design and deployment of ML prediction endpoints
• Collaborate with System Engineers to create the ML lifecycle management framework
• Write specifications, documentation, and user guides for applications
• Improve coding practices and organize repositories within the scientific workflow
• Set up pipelines for different projects
• Identify technical risks and inconsistencies, proposing mitigation strategies
• Work with data scientists to operationalize predictive models, ensuring clear understanding of model objectives and purposes, and develop scalable data preparation pipelines

Languages