ML Intern
Core
Develop and evaluate approaches to improve large language model efficiency and quality by reducing token usage while maintaining output quality.
Role type
Machine learning intern (LLM optimization)
Builds
Optimized large language models and internal monitoring tools
Domain
Artificial Intelligence / Natural Language Processing
Deliverable
production ML models
Required skills
Python, PyTorch, TensorFlow, scikit-learn, machine learning, statistics, model evaluation, optimization techniques, data pipeline construction, LLMs, NLP, prompt design
Responsibilities
Experiment with language model configurations to identify optimization opportunities; Build and maintain data pipelines for model training and evaluation workflows; Analyze performance metrics to assess model quality and efficiency; Contribute to internal tools that monitor and optimize model behavior; Follow current machine learning and language model research and apply relevant findings to product improvements
