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Senior Engineering Manager
hace 2 meses
Job Summary
As a Senior Engineering Manager, you will lead and manage the MLOps team at TomTom, fostering a collaborative and performance-driven environment. Your expertise in machine learning and software engineering will drive the development and implementation of strategies for scalable and efficient model development and deployment. You will oversee the end-to-end machine learning lifecycle, ensuring adherence to best practices in ML model governance, security, and compliance. Additionally, you will provide technical guidance and mentorship to team members, manage budgets, resources, and timelines for MLOps projects, and drive continuous improvement in MLOps processes and tools.
Key Responsibilities
• Lead and manage the MLOps team, fostering a collaborative and performance-driven environment.
• Develop and implement strategies for scalable and efficient machine learning model development and deployment.
• Oversee the end-to-end machine learning lifecycle, including data preparation, model training, validation, deployment, and monitoring.
• Collaborate with cross-functional teams to integrate ML models into products and services.
• Ensure adherence to best practices in ML model governance, security, and compliance.
• Drive continuous improvement in MLOps processes and tools, leveraging the latest advancements in technology.
• Provide technical guidance and mentorship to team members.
• Manage the budget, resources, and timelines for MLOps projects.
Requirements
• Bachelor's or Master's degree in Computer Science, Engineering, or a related field.
• Minimum of 5 years experience in a similar role, with a focus on machine learning, data science, or software engineering.
• Proven experience in managing and scaling ML models in production environments.
• Strong knowledge of ML frameworks and cloud platforms (Azure, AWS).
• Experience with containerization and orchestration technologies (Docker, Kubernetes).
• Familiarity with MLOps tools and practices (CI / CD, monitoring, logging).
• Excellent leadership and team management skills.
• Strong problem-solving and analytical abilities.
• Excellent communication and interpersonal skills.
