Machine Learning Graduate
Core
Design, develop, and implement machine learning models and algorithms to solve complex business problems while integrating solutions into products.
Role type
Machine Learning Graduate
Builds
Scalable ML pipelines and infrastructure for deploying models in production environments
Domain
Edge-to-cloud technology, Gen AI
Deliverable
production ML models
Required skills
Machine Learning models and techniques, Data preprocessing and analysis, Model optimization and fine-tuning, Experiment design and evaluation, Scalable pipeline development, Production monitoring and troubleshooting
Preferred skills
Generative AI knowledge, Full Stack Development, Design Thinking, Release Management, Security-first mindset, User Experience (UX)
Technologies
(Not explicitly listed)
Responsibilities
Design and implement ML models, Preprocess and analyze large datasets, Optimize ML models for performance, Develop and maintain ML pipelines, Monitor and troubleshoot deployed models, Write maintainable code and documentation
Seniority
Entry-level Graduate