Research Intern: Model Interpretability & Safe Deployment

CTGT; San Francisco (CA); On-site; USD 52,000 - 68,000; Full time

Job summary

CTGT is looking for a full-time research intern in San Francisco. This role involves tackling hard research problems, implementing feature extraction methods, and designing evaluations for model performance.

Ideal candidates will be pursuing a degree in a quantitative field, have strong mathematical foundations, and experience with PyTorch and Python. You will have the opportunity to work directly on impactful systems in a venture-backed environment.

Qualifications

• Strong foundations in mathematics and the ability to implement theoretical concepts.
• Experience writing code for computational systems, particularly in Python.
• Self-directed progress without constant supervision.

Responsibilities

• Implement methods for feature extraction and runtime intervention.
• Design evaluations that bound errors instead of averaging them.
• Collaborate with engineering to integrate findings into the Policy Engine.
• Present weekly progress and defend reasoning.

Skills

Linear algebra

Probability

Optimization

Information theory

Python

Fluency with PyTorch

Education

Pursuing a degree in computer science, mathematics, or a quantitative field

Tools

Docker

Kubernetes

PostgreSQL

Job description

CTGT is looking for a full-time research intern in San Francisco. This role involves tackling hard research problems, implementing feature extraction methods, and designing evaluations for model performance.

Ideal candidates will be pursuing a degree in a quantitative field, have strong mathematical foundations, and experience with PyTorch and Python. You will have the opportunity to work directly on impactful systems in a venture-backed environment.