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Grid Dynamics International, Inc. is seeking a Machine Learning Engineering Specialist to join our team. As a key member of our AI infrastructure team, you will design, develop, and maintain scalable machine learning pipelines using Google Cloud Platform (GCP) services or similar AWS/Azure offerings. Key responsibilities include:
- Participating in AI projects such as Demand Sensing and Forecasting, Price and Promotion Optimization, and others.
- Collaborating with data scientists and engineers to build end-to-end ML solutions.
- Deploying and managing machine learning models in production environments.
- Implementing MLOps practices for model versioning, data versioning, experiment tracking, and pipeline orchestration.
Requirements:
- Proficiency in Python.
- Strong understanding of Data Science concepts.
- Proficiency in usage of appropriate GCP services for building end-to-end ML pipelines.
- Experience with big data processing frameworks.
- Competent SQL skills and experience with databases.
- Experience in developing and integrating RESTful APIs for ML model serving.
