Tech Stack

Description

You will own and contribute to the architecture, design, implementation, and delivery of a multi-modal behavior prediction system for autonomous trucks. You'll develop key modules to predict movements of surrounding objects, build robust software infrastructure, design optimized pipelines, train advanced models like LSTM and Transformer, and integrate the system into the autonomous driving stack.

Requirements

• PhD with 3+ years or Master's with 5+ years relevant industry experience
• Strong experience in machine learning for behavior prediction in autonomous driving
• Familiarity with LSTM, Transformer, and other ML architectures
• Proficiency in programming

Responsibilities

• Develop behavior prediction system modules for autonomous vehicles
• Create and maintain software infrastructure for large-scale image and LiDAR data
• Design optimized pipelines for data pre-processing, model training, and inference
• Train advanced behavior prediction models (LSTM, Transformer)
• Integrate prediction systems into autonomous driving stack and conduct system tests