Applied ML Engineer, I - GPU Optimization

Ann Arbor, Michigan, United States

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Not SpecifiedCompensation

Junior (1 to 2 years)Experience Level

Full TimeJob Type

UnknownVisa

Autonomous Vehicles, Artificial Intelligence, AI & Machine Learning, Automotive TechnologyIndustries

Requirements

Candidates should possess a bachelor's degree with 3+ years of professional experience, or an advanced degree, and proficiency in C++14, enabling them to write robust, efficient, and clean code. Experience with CUDA programming and parallelization of algorithms is required, along with experience writing TensorRT plugins. Strong written and verbal technical communication skills are also necessary.

Responsibilities

The Applied ML Engineer will be responsible for developing custom CUDA kernels and TensorRT plugins for perception and planning algorithms, working to identify and reduce system performance bottlenecks. They will collaborate with domain experts across the autonomy stack, influencing development and helping deploy models to trucks, and will be expected to document work, review code, and participate in strategic discussions within the engineering community.

Skills

Deep Learning

CUDA

TensorRT

GPU Optimization

Embedded NVIDIA GPUs

Model Deployment

Performance Tuning

Perception Algorithms

Planning Algorithms

Torc Robotics

Develops autonomous driving technology for trucks

About Torc Robotics

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, while also providing ongoing support and updates. The company's goal is to improve efficiency and safety in freight transportation through their autonomous solutions.

Blacksburg, VirginiaHeadquarters

2005Year Founded

M_AND_ACompany Stage

Robotics & Automation, Automotive & TransportationIndustries

501-1,000Employees

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

Risks

Increased competition from companies like Waymo and Aurora could impact market share.

Expansion into new markets involves significant operational costs and regulatory risks.

The strategic partnership with Daimler may limit alliances with other truck manufacturers.

Differentiation

Torc Robotics specializes in self-driving truck technology, focusing on Level 4 autonomy.

The company has a strategic partnership with Daimler Trucks for autonomous vehicle development.

Torc's modular products enable rapid integration of robotic systems for various applications.

Upsides

Torc is expanding operations to Texas and Michigan, enhancing market presence.

The company won the 2024 Top Software & Tech Award in the Robotics category.

Torc's focus on autonomous Class 8 trucks addresses aging workforce and rising demand.

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