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Machine Learning Engineer II - Expedia Group
ML Engineer
Senior ML Engineer building scalable models on AWS, leveraging Python, TensorFlow, and SQL to deliver data‑driven travel solutions.
About the role
Key Responsibilities
- Design, develop, and deploy production‑grade machine learning models using Python and TensorFlow on AWS infrastructure.
- Collaborate with data scientists and product teams to translate business problems into model specifications and performance metrics.
- Implement data pipelines and feature engineering workflows, ensuring data quality and reproducibility.
- Optimize model inference latency and resource utilization through containerization (Docker) and cloud services.
- Monitor model performance in production, troubleshoot issues, and iterate on model improvements.
Requirements
- 3+ years of experience building ML solutions in a production environment.
- Strong proficiency in Python, TensorFlow/PyTorch, and SQL.
- Hands‑on experience with AWS services (SageMaker, EC2, S3, Lambda).
- Knowledge of containerization (Docker) and CI/CD pipelines.
- Excellent problem‑solving skills and ability to communicate complex ideas clearly.
Skills
pythonmachine learningawstensorflowsqldocker