Role OverviewWe're working with a team that uses Machine Learning and Predictive Analytics to forecast project timelines, permit... Read more
Role Overview
We're working with a team that uses Machine Learning and Predictive Analytics to forecast project timelines, permit approvals, resource planning, customer demand, and operational risks. These predictions help drive key business decisions across marketing, sales, and operations.
The team already has machine learning models in production and is looking for someone who can take ownership of existing models, improve prediction accuracy, engineer new features, optimize performance, and deploy scalable ML solutions.
Required Skills
Strong Python and SQL experienceMachine Learning and Predictive AnalyticsXGBoost, Scikit-Learn, LightGBM, or similar algorithmsForecasting and Time-Series ModelingFeature Engineering and Model OptimizationModel Evaluation (Precision, Recall, F1, ROC-AUC, MAE, RMSE)PySpark / Apache SparkMLflow, Docker, KubernetesAWS or Azure CloudExperience deploying and maintaining production ML modelsPreferred Background
Demand ForecastingCustomer Churn PredictionRevenue ForecastingRisk ScoringResource PlanningPricing OptimizationCapacity PlanningSupply Chain AnalyticsOperational ForecastingGCS is acting as an Employment Business in relation to this vacancy.
Read lessLongview, Texas, United States of AmericaContract
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