Machine Learning Expert
Core
Design, develop, and implement machine learning systems to solve real-world problems by working with data to create models, perform statistical analysis, and train systems to optimize performance.
Role type
Machine Learning Engineer
Builds
Production ML models and systems
Domain
Technology / Machine Learning
Deliverable
production ML models
Required skills
Data cleaning and preprocessing, algorithm selection, model training, model evaluation, model deployment, performance monitoring, client requirement interpretation, project coordination
Preferred skills
Collaboration with optimization, ML, and simulation experts
Technologies
N/A
Responsibilities
Collect, clean, and preprocess data from various sources; Develop and train machine learning models; Implement trained models into production; Monitor and maintain deployed models; Collaborate with engineers and data scientists; Coordinate activities within a small team and manage timelines
Seniority
Individual Contributor