Machine Learning Engineer

Job Summary

To design, build, and deploy cutting-edge AI-enhanced applications, the full-time remote Machine Learning Engineer will translate business questions into modelable problems, develop demand forecasting models, and manage the deployment and monitoring of models in production.

Key Responsibilities

• Translate business questions from various departments into modelable problems with clear success metrics
• Build demand forecasting models and formulate optimization problems using appropriate solvers
• Deploy, version, monitor, and retrain models in production while collaborating closely with data engineering

Required Qualifications

• Strong background in classical machine learning and statistics, including regression and probability
• Experience with time series analysis and demand forecasting
• Proficiency in operations research and optimization problem formulation
• Fluent in Python for data manipulation and advanced SQL skills
• Proven experience in taking models to production, including monitoring and retraining