Red hat Research Scientist Intern 

United States, Massachusetts, Boston 

268788548

Job Description

Responsibilities

• Research and implement techniques for model compression, quantization, and optimization

• Conduct experiments to evaluate the impact of optimization methods on model accuracy, latency, and throughput

• Collaborate with researchers and engineers to integrate optimizations into real-world machine learning workflows

• Document findings and contribute to technical reports, blog posts, or research publications

Requirements

• Currently pursuing a Ph.D. degree in Computer Science, Electrical Engineering, Machine Learning, or a related field

• Strong programming skills in Python, with experience in deep learning frameworks such as PyTorch or TensorFlow

• Familiarity with AI model optimization techniques such as quantization (e.g., INT4, FP8), pruning, and knowledge distillation.

• Strong analytical and problem-solving skills

• Excellent communication skills and ability to work in a team-oriented research environment

• Background in efficient inference techniques for large-scale language models or computer vision models

• Prior experience contributing to open-source ML frameworks or research publications

Why work with us

• Hands-on experience with state-of-the-art AI optimization research

• Mentorship from leading experts in machine learning and model efficiency

• Opportunity to contribute to research papers, patents, or open-source projects