Full-Time

PhD Researchers

Generative AI for Autonomous Driving on Data Generation, Neural Simulation and Large-Scale Foundational Model Training

Posted on 9/9/2024

Torc Robotics

Torc Robotics

501-1,000 employees

Develops autonomous driving software for trucks

Robotics & Automation
Automotive & Transportation

Senior, Expert

Montreal, QC, Canada

Category
Applied Machine Learning
Robotics & Autonomous Systems
Deep Learning
Computer Vision
AI & Machine Learning
Required Skills
Microsoft Azure
Python
Tensorflow
Pytorch
AWS
C/C++
Linux/Unix
Requirements
  • You have finished your degree or are you're in the latest stage of completing your Master's degree with the highest honors in a highly quantitative discipline such as Computer Science, Physics, Mathematics, Electrical Engineering, or related fields.
  • Fluency in English and/or German
  • Strong programming skills in an object oriented programming language such as Python/C++
  • Familiarity with Linux
  • Ability to think ahead / Independence
  • Familiarity with deep learning frameworks such as Tensorflow or Pytorch
  • Familiarity with object detection/tracking
  • Familiarity with generative networks and/or rendering techniques
  • Experience in Bayesian inference/Monte Carlo methods
  • Experience with Reinforcement Learning
  • Experience with Time of Flight Sensors
  • Experience with ROS
  • Experience with Cloud Computing Services as Slurm, AWS or Azure.
  • Published your work at CVPR/ICML/ECCV/ICCV/Siggraph or similar.
  • Experience with optimization methods.
  • Experience with Sensors such as LiDAR, RADAR, Camera.

Torc Robotics develops software systems for self-driving trucks, focusing on Level 4 autonomous driving technology that allows trucks to operate without human intervention in specific conditions. Their technology enhances road safety and meets the logistics industry's growing demands. Torc Robotics partners with major truck manufacturers, like Daimler Trucks, and collaborates with companies such as Luminar Technologies to integrate advanced sensors into their systems. They generate revenue by selling their software to fleet operators and truck manufacturers, as well as providing ongoing support and updates. The company's goal is to improve efficiency and safety in freight transportation through their autonomous vehicle solutions.

Company Stage

M&A

Total Funding

N/A

Headquarters

Blacksburg, Virginia

Founded

2005

Growth & Insights
Headcount

6 month growth

0%

1 year growth

0%

2 year growth

0%
Simplify Jobs

Simplify's Take

What believers are saying

  • Growing demand for autonomous trucks due to aging workforce and freight needs.
  • Expansion into Texas and Michigan positions Torc for strategic market growth.
  • Favorable regulatory environment supports autonomous vehicle testing and deployment.

What critics are saying

  • Increased competition from companies like Waymo and Aurora in Texas.
  • Randstad Digital acquisition may disrupt Torc's focus on autonomous trucking.
  • Expansion into new markets requires significant investment, risking financial strain.

What makes Torc Robotics unique

  • Torc Robotics focuses on self-driving trucks, a niche within autonomous vehicles.
  • Strategic partnership with Daimler Trucks enhances Torc's market position and technological capabilities.
  • Torc's modular products allow rapid integration of robotic systems, reducing development time.

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Benefits

A competitive compensation package that includes a bonus component and stock options

100% paid medical, dental, and vision premiums for full-time employees

401K plan with a 6% employer match

Flexibility in schedule and generous paid vacation (available immediately after start date)

Company-wide holiday office closures

AD+D and Life Insurance

INACTIVE