Generative ML Intern for Autonomous Driving Simulations

Plus 2; Santa Clara (CA); On-site; USD 25,000 - 35,000; Full time

Benefits offered by this job

Catered free lunch

Unlimited snacks and beverages

Highly competitive salary

Benefits package including 401(k)

Job summary

PlusAI is seeking an intern for the Generative Simulator role in Santa Clara, California. You will evaluate tools, process driving logs, and work with teams on developing simulation scenarios for autonomous trucks. The role offers a chance to learn and grow in a dynamic field filled with innovation.

Competitive salary and benefits, including catered lunches and a 401(k) plan, are part of the offer. Join us to be a part of this exciting journey at PlusAI!

Qualifications

• Solid Python programming skills essential for development purposes.
• Knowledge of deep learning frameworks like PyTorch is necessary.
• Basic understanding of generative models will be beneficial for the role.

Responsibilities

• Evaluate existing tools for accuracy and efficiency.
• Process real-world driving logs to enhance the model.
• Connect prototypes to the data pipeline for data ingestion.
• Translate generated scenarios into standardized formats.
• Develop metrics to validate generated scenarios.
• Stress-test vehicle modules using generated scenarios.
• Collaborate with teams to define scenario usefulness.

Skills

Python programming skills

Familiarity with deep learning frameworks (PyTorch preferred)

Basic understanding of generative models

Experience working with datasets

Prior exposure to diffusion models

Experience with autonomous driving datasets

Familiarity with 2D/3D coordinate systems

Experience with experiment tracking and ML tooling

Understanding of scenario-based testing

Job description

PlusAI is seeking an intern for the Generative Simulator role in Santa Clara, California. You will evaluate tools, process driving logs, and work with teams on developing simulation scenarios for autonomous trucks. The role offers a chance to learn and grow in a dynamic field filled with innovation.

Competitive salary and benefits, including catered lunches and a 401(k) plan, are part of the offer. Join us to be a part of this exciting journey at PlusAI!