Senior Machine Learning Engineer We are seeking a Senior Machine Learning Engineer to contribute to the design, development, and operation of ML pipelines based on best practices. About the Role: - Design, create, maintain, troubleshoot, and optimize steps within the ML pipeline. - Own and contribute to the design and implementation of ML prediction endpoints. - Collaborate with System Engineers to configure the ML lifecycle management environment. - Support the improvement of coding practices and organization within the science work cycle. Responsibilities: - Contribute to the design, development, and operation of the ML pipeline based on best practices. - Design, create, maintain, troubleshoot, and optimize steps in the ML pipeline. - Own and contribute to the design and implementation of ML prediction endpoints. - Collaborate with System Engineers to configure the ML lifecycle management environment. - Write specifications, documentation, and user guides for developed applications. - Establish and configure pipelines for projects. - Identify technical risks and gaps continuously, and devise mitigation strategies. - Collaborate with data scientists to productionalize predictive models. Requirements: - 3+ years of Python programming experience with strong SQL knowledge. - Strong MLOps experience (e.g., Sagemaker, Vertex, Azure ML). - Intermediate level in Data Science, Data Engineering, and DevOps Engineering. - Experience with at least one project delivered to production in an MLE role. - Practical experience working with at least one of the major Cloud Providers (AWS, GCP, Azure). Nice to Have: - Practical experience with Databricks MLOps-related tools (e.g., MLFlow, Kubeflow). - Experience with performance testing tools (e.g., JMeter). About Us: EPAM is a leading global provider of digital platform engineering and development services. We are committed to having a positive impact on our customers, our employees, and our communities. What We Offer: - Learning Culture - unlimited access to learning platforms. - Health Coverage - health and wellness plan for you and your family. - Visual Benefit - up to $200,000 COP for any visual health expenses. - Life Insurance Plan - full-coverage life insurance plan. - Professional Growth Opportunities - highly competitive development process.