Senior Manager, Machine Learning Operations
2 weeks ago
We are seeking a highly skilled Senior Manager, Machine Learning Operations to lead our new machine learning operations team. As a key member of our Digital Experience, Data & Analytics team, you will be responsible for defining and implementing the MLOps strategy, including the integration of tools and platforms to support model operations.
Key Responsibilities- Develop and implement the MLOps strategy, including the integration of tools and platforms to support model operations.
- Lead, mentor, and manage a team of MLOps engineers who will oversee the end-to-end lifecycle of machine learning models, from development to deployment and monitoring.
- Develop and maintain CI/CD pipelines for ML models.
- Implement best practices for model versioning, monitoring, security, and governance.
- Ensure scalability and reliability of ML solutions in production.
- Foster a culture of collaboration, continuous improvement, and innovation within the team and implement team goals and performance metrics.
- Bachelor's degree in Computer Science, Engineering, Data Science, or a related field. Master's or PhD preferred.
- 5+ years of experience in machine learning, data science, or related fields and 3+ years of experience in a leadership role, managing and mentoring technical teams.
- Proven experience with MLOps tools and frameworks (e.g., Valohai, MLflow, Kubeflow, Airflow).
- Strong background in deploying and managing ML models in production environments.
- Experience in implementing automated retraining and model optimization in live environments.
- Knowledge of strategies to manage model drift and ensure model performance over time.
- Excellent problem-solving and analytical skills.
- Strong communication and interpersonal skills.
Danaher Corporation is a global leader in the life sciences and diagnostics industries. We partner with customers across the globe to help them solve their most complex challenges and architect solutions that bring the power of science to life. Our global teams are pioneering what's next across Life Sciences, Diagnostics, Biotechnology, and beyond.
We are committed to equal opportunity and diversity in the workplace. We value the unique perspectives and experiences that our associates, customers, and shareholders bring to the table. If you are passionate about machine learning and data science, and want to be part of a dynamic team that is shaping the future of healthcare, we encourage you to apply for this exciting opportunity.
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