Machine Learning Engineer - Predictive Analytics
Core
Develop, deploy, and maintain sophisticated machine learning models for predictive analytics and forecasting to drive data-driven decision-making and optimize operational outcomes.
Role type
Machine Learning Engineer (Predictive Analytics)
Builds
Robust predictive systems and data pipelines
Domain
Data Science / Predictive Analytics
Deliverable
production ML models
Required skills
Python, scikit-learn, TensorFlow, Pytorch, SQL, statistical concepts, experimental design, data analysis, data mining, classification, regression, clustering
Responsibilities
Develop and deploy machine learning models for predictive analytics and forecasting; Implement and optimize algorithms for data mining, classification, regression, and clustering; Work with large, complex datasets to extract meaningful insights and build data pipelines; Collaborate with data scientists and engineers to integrate ML models into production systems; Monitor model performance, conduct A/B testing, and retrain models as needed to maintain accuracy and relevance.