Machine Learning Engineer - AI/Predictive Analytics

Machine Learning Engineer - AI / Predictive Analytics We're looking for a Machine Learning Engineer to join a growing AI/ML team working on predictive solutions for Comcast's construction organization. The team is solving several interesting problems with machine learning-from predicting construction timelines and permitting delays to forecasting project costs and exploring automated construction design. This is a hands-on role for someone who enjoys data, feature engineering, predictive modeling, experimentation, and production ML. What You'll Be Working On Predicting Construction Timelines Improve an existing model that predicts how long construction jobs will take. Predicting Permit Timelines Build a model to estimate how long government permitting may take based on historical patterns and other predictive features. Predicting Construction Costs Use four years of historical labor and material expense data to predict the expected cost of future construction jobs. Automating Construction Design Explore machine learning approaches to help determine things such as where trenches should go, how many poles may be needed, and where cables should be placed.