Machine Learning Engineer (Mid-Level)

This is a remote position. Job Description: We are seeking a skilled and motivated Machine Learning Engineer to join our team. As a Machine Learning Engineer at Ventera, you will have the opportunity to work on cutting-edge projects that leverage the AWS Machine Learning ecosystem (SageMaker, EC2/ECS, S3 buckets, etc.). Your primary responsibilities will involve developing, deploying, and maintaining dozens of machine learning models in production using AWS services, as well as optimizing data pipelines for maximum efficiency. The current model development focus is on Anomaly Detection Timeseries prediction, with more added projects in the future. Key Responsibilities: - Collaborate with cross-functional teams to understand business needs and develop machine learning solutions. - Utilize AWS SageMaker, EC2/ECS, AWS SDK, S3 buckets and the rest of the AWS ML ecosystem to build, train and deploy machine learning models at scale. - Develop and maintain clean, efficient, and well-documented Python code following best coding practices. - Knowledge of deep learning frameworks such as PyTorch/Tensorflow, and other ML packaged libraries to design and implement machine learning algorithms …