Machine Learning Engineer, Specialist

Job description

The successful candidate will: Bring strong proficiency and understanding of the AWS cloud platform and services, including (but not limited to) AWS SageMaker, AWS Lambda, Amazon S3, Step Functions, EMR, Glue, and other services supporting machine learning platforms. Demonstrate an excellent understanding of the machine learning development lifecycle, including data engineering, exploratory data analysis, modeling, and ML implementation and operations. Design and implement scalable machine learning solutions; develop predictive models using advanced deep learning and statistical techniques; collaborate with data science and engineering teams to integrate ML solutions; and perform rigorous model evaluation and optimization. Be proficient in software development and well-versed in developer tools such as Python, VS Code, and Jupyter Notebooks. Be passionate about advances in machine learning, with knowledge of supervised learning, reinforcement learning, deep learning, and GenAI. Demonstrate knowledge of AWS security practices, including IAM, S3 bucket policies, security groups, and VPCs. Understand best practices for model training, deployment, and operations, including hyperparamet...