AI Expert Machine Learning Engineer
Core
Developing and optimizing AI models for advanced data analytics solutions, handling data processing, pipeline construction, and production deployment.
Role type
Senior IC machine learning engineer (generative AI & computer vision)
Builds
Production AI models and data pipelines
Domain
Advanced data analytics and AI solutions
Deliverable
production ML models
Required skills
Data preprocessing and engineering, ML/DL model design and implementation, algorithm selection and experimentation, hyperparameter tuning, MLOps tools, containerization and orchestration, computational infrastructure management
Preferred skills
Generative models, AI graphics analysis
Technologies
MLOps tools, containerization, orchestration
Responsibilities
Prepare and process data (acquisition, cleaning, normalization, anonymization, labeling), build and develop data pipelines and feature engineering, design and validate ML/DL models, select architectures and run experiments, train and optimize models, monitor model quality for production, manage AI infrastructure, collaborate with project teams
Seniority
Senior, hands-on IC