Machine Learning Engineer, II - 3D Perception

Experience training, evaluating, and improving deep learning models using large-scale datasets.

Experience working with image-based and/or 3D perception systems.

Solid understanding of deep learning architectures commonly used for perception applications.

Experience debugging model behavior, analyzing performance metrics, and proposing practical improvements.

Ability to independently execute complex machine learning work within well-defined problem areas.

Experience collaborating cross-functionally to integrate machine learning models into larger software systems.

Strong problem-solving skills with the ability to operate effectively in an environment with evolving technical challenges and requirements.

Bonus Points

Experience developing perception systems for autonomous driving, robotics, or ADAS.

Experience with LiDAR, point cloud processing, sensor fusion, BEV representations, or other 3D perception techniques.

Experience with temporal perception models or video-based learning.

Experience with C++, ROS, or robotics software development.

Experience deploying machine learning models into production autonomy or robotics platforms.

Experience working with large-scale perception datasets and distributed training environments.

Familiarity with perception evaluation frameworks, model validation, and performance benchmarking.

Experience improving ML tooling, automation, training workflows, or experimentation infrastructure.

Experience leading a small technical initiative or owning a production ML component from development through deployment.

Work Location: For this position, we are open to hiring in Ann Arbor, MI, Blacksburg, VA, Fort Worth, TX office work locations in a hybrid capacity. We are also open to hiring Remote in the United States.

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 matchFlexibility in schedule and generous paid vacation (available immediately after start date)Company-wide holiday office closures

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: 102882