What are the responsibilities and job description for the Machine Learning Engineer position at Houghton Mifflin Harcourt Publishing Company?
A company is looking for a Machine Learning Engineer.Key ResponsibilitiesManage, maintain, scale, and improve machine learning models in productionDesign, test, and deploy models to production as prototypes and APIs for predictionsOptimize machine learning models based on production behavior and run experimentsRequired QualificationsMasters or Ph.D. in computer science, engineering, or a quantitative field5 years of hands-on experience in machine learning, data science, and analyticsProficient with machine learning pipeline management tools (e.g., SageMaker, MLflow)Familiarity with programming languages (e.g., Python, C , R) and libraries (e.g., PyTorch, TensorFlow)Experience with distributed processing frameworks and cloud platforms