Senior Machine Learning Operations Engineer (Remote)
Team: Data
Location: United States
Commitment: Full-time
Workplace Type: remote
Responsibilities
- Design, build, and maintain machine learning model productionization infrastructure. These models will drive very visible product features at The Athletic, and your infrastructure is key to their success.
- Work with the rest of the data science team to streamline model training, validation, and deployment.
- Implement robust monitoring and alerting for model performance, drift, and data quality, ensuring our models remain accurate in production.
- Cultivate an outstanding data science environment by championing best practices in ML Ops and evaluating and integrating new technologies into our data science stack.
Requirements
- 4-6 years of experience as a data scientist, data engineer, or machine learning engineer with a proven ability to build machine learning model pipelines and infrastructure.
- Strong working knowledge of Python and SQL to pull, transform, and otherwise deal with data in all of its forms.
- Proven experience with ML frameworks (e.g., scikit-learn, PyTorch) and cloud platforms (e.g., GCP, AWS, Azure).
- Hands-on experience with Docker, Kubernetes, and Airflow.
- Ability to drive projects with minimal guidance and prioritize high-impact work.
- Strong verbal and written communication skills with ability to build cross-functional relationships.
- Can explain sophisticated concepts to diverse audiences and craft compelling stories with data.
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