Position Summary...
What you'll do...
- Lead the design and deployment of scalable, production-grade machine learning solutions addressing critical business needs.
- Translate complex problems into clear technical requirements, architectural designs, and measurable success criteria.
- Oversee the full ML lifecycle, including data sourcing, feature engineering, model training, deployment, monitoring, and continuous improvement.
- Implement MLOps best practices such as CI/CD pipelines, model versioning, and monitoring to ensure operational excellence.
- Build and maintain reusable ML infrastructure components and manage large-scale operations across cloud environments using containerization and workflow automation.
- Provide technical leadership and mentorship, setting standards for code quality, testing, and deployment.
- Drive experimentation pipelines and explore advanced ML techniques to accelerate innovation and solution delivery.
- Proven expertise in designing and delivering scalable, production-grade machine learning solutions aligned with business needs.
- Strong proficiency in ML frameworks such as TensorFlow, PyTorch, and Scikit-learn, and coding languages including Python and SQL.
- Experience with end-to-end ML lifecycle management, including data sourcing, feature engineering, model training, deployment, and monitoring.
- Knowledge of MLOps best practices, including CI/CD pipelines, model versioning, and telemetry-based monitoring.
- Familiarity with cloud platforms (AWS, GCP, Azure), containerization, Kubernetes, and workflow automation.
- Ability to implement robust model evaluation and validation frameworks.
- Demonstrated leadership in mentoring engineers and enforcing engineering standards.
- Strong collaboration and communication skills to work across teams and stakeholders.
- Stock
ㅤ
Minimum Qualifications...
Outlined below are the required minimum qualifications for this position. If none are listed, there are no minimum qualifications.
Preferred Qualifications...
Outlined below are the optional preferred qualifications for this position. If none are listed, there are no preferred qualifications.
Primary Location...