ML Engineer, I - App Engine

Posted 9 Days Ago
Ann Arbor, MI, USA
Hybrid
132K-159K Annually
Junior
Artificial Intelligence • Automotive • Robotics • Software • Transportation
The Role
Develop and optimize processing pipelines and runtime environments for machine learning applications in autonomous trucks, focusing on efficient resource utilization and SDK feature development.
Summary Generated by Built In

About the Company 

At Torc, we have always believed that autonomous vehicle technology will transform how we travel, move freight, and do business. 
A leader in autonomous driving since 2007, Torc has spent over a decade commercializing our solutions with experienced partners. Now a part of the Daimler family, we are focused solely on developing software for automated trucks to transform how the world moves freight. 
Join us and catapult your career with the company that helped pioneer autonomous technology, and the first AV software company with the vision to partner directly with a truck manufacturer. 

Meet the Team

The mission of the Application Engine Team is to provide a robust, efficient, and flexible platform for integrating and managing various deep learning models and processes in the context of L4 autonomous trucking. It aims to streamline development workflows, enhance team efficiency, and ensure consistent performance and safety standards. The Application Engine focuses on facilitating the creation of scalable, reproducible, and safety-compliant components, enabling feature teams to efficiently develop and deploy advanced autonomous driving features.

What You’ll Do 

  • Development of a processing pipeline SDK capable of spanning multiple distributed System on a Chips using Ethernet, PCIe, and similar to move data through different processing stages.
  • Optimization of concurrent usage of resources (Memory, GPU) for parallel execution of trained models on a single System on a Chip
  • Development of a runtime environment, which uses the App Engine SDK to deploy machine learning based virtual driver applications.
  • SDK Feature development to support the creation of Virtual Driver Software
  • Support Virtual Driver Division with their usage of the Application Engine
  • Creation of high-quality code including test case development

What You’ll Need to Succeed 

  • Bachelor’s degree in Computer Engineering, Electrical Engineering, or Software Engineering, Computer Science or advanced degree with 1-3 years experience
  • Experience with Embedded Software Development, especially with a focus on GPUs
  • Experience with TensorRT and CUDA
  • Experience in the development of real-time distributed systems
  • Profound knowledge of C++
  • Familiarity with machine learning technologies (e.g. PyTorch)
  • Experience with Linux

Bonus Points

  • Experience developing SDK’s for complex embedded systems, especially those featuring GPUs or multiple SOCs.
  • Experience in autonomous robotic or vehicle systems.
  • Knowledge of computer architecture principles such as pipelining, memory hierarchy, locality, etc.

Perks of Being a Full-time Torc’r 
Torc cares about our team members and we strive to provide benefits and resources to support their health, work/life balance, and future. Our culture is collaborative, energetic, and team focused. Torc offers:    
 

  • 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) 
  • AD+D and Life Insurance 

At Torc, we’re committed to building a diverse and inclusive workplace. We celebrate the uniqueness of our Torc’rs and do not discriminate based on race, religion, color, national origin, gender (including pregnancy, childbirth, or related medical conditions), sexual orientation, gender identity, gender expression, age, veteran status, or disabilities. 
Even if you don’t meet 100% of the qualifications listed for this opportunity, we encourage you to apply. 

Our compensation reflects the cost of labor across several geographic markets. Pay is based on a number of factors and may vary depending on job-related knowledge, skills, and experience. Torc's total compensation package will also include our corporate bonus and stock option plan. Dependent on the position offered, sign-on payments, relocation, and other forms of compensation may be provided as part of a total compensation package, in addition to a full range of medical, financial, and/or other benefits.

Job ID: 102680

Hiring Range for Job Opening 
US Pay Range
$132,400$158,900 USD

Skills Required

  • Bachelor's degree in Computer Engineering, Electrical Engineering, Software Engineering, or Computer Science
  • 1-3 years experience
  • Experience with Embedded Software Development
  • Experience with TensorRT and CUDA
  • Experience in development of real-time distributed systems
  • Profound knowledge of C++
  • Familiarity with machine learning technologies such as PyTorch
  • Experience with Linux
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The Company
HQ: Blacksburg, VA
500 Employees
Year Founded: 2005

What We Do

Torc Robotics is an independent subsidiary of Daimler Truck AG, a global leader and pioneer in trucking. Founded in 2005 at the birth of the self-driving vehicle revolution, we have 17 years of experience in pioneering safety-critical, self-driving applications. Torc offers a complete self-driving vehicle software and integration solution and is currently focusing on commercializing self-driving trucks.

Why Work With Us

Every Torc’r is unique. The traits that define and motivate us to save lives are what unite us. At Torc, we recognize that technical prowess is only part of the equation. Our team includes people with a consistent drive to accomplish great things. We look for those who don’t let ego get in the way of teamwork.

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