
Machine Learning Engineer at Asymptote Capital
Berkeley Industrial Engineering & Operations Research
Job description
Overview
We are seeking a Machine Learning Engineer Intern to join our team and contribute to the development, training, and evaluation of machine learning models. This is a hands-on opportunity to work with real-world datasets and modern machine learning technologies while gaining practical experience in building and improving AI systems.
Responsibilities
-
Develop, train, and evaluate machine learning models.
-
Prepare, clean, and preprocess datasets for model development.
-
Perform feature engineering and data analysis.
-
Design and run experiments to improve model performance.
-
Evaluate models using appropriate metrics and validation methods.
-
Assist with model optimization and deployment.
-
Research and experiment with new machine learning techniques and architectures.
-
Debug and troubleshoot machine learning pipelines and model performance issues.
-
Collaborate with engineers, data scientists, and researchers on AI projects.
-
Document experiments, methodologies, and results.
Qualifications
-
Currently pursuing a Bachelor’s or Master’s degree in Computer Science, Machine Learning, Data Science, Mathematics, Engineering, or a related field.
-
Strong programming skills in Python.
-
Understanding of fundamental machine learning concepts and algorithms.
-
Familiarity with NumPy, Pandas, and Scikit-learn.
-
Strong analytical and problem-solving skills.
-
Ability to work independently and collaborate effectively with a technical team.
Preferred Qualifications
-
Experience with PyTorch, TensorFlow, or JAX.
-
Familiarity with deep learning and neural networks.
-
Experience with LLMs, transformers, or generative AI.
-
Familiarity with model fine-tuning and evaluation.
-
Experience working with large datasets or GPU-based computing.
-
Knowledge of SQL, Git, Docker, or cloud platforms such as AWS, GCP, or Azure.
-
Previous machine learning research, internship, or personal project experience is a plus.
Position: Machine Learning Engineer Intern
Employment Type: Internship
Location: Silicon Valley / Hybrid