Senior, Ml Engineer

About The CompanyAt 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.

Meet The TeamOur team is tasked with enabling ML developers across Torc to build the most advanced autonomous vehicle solutions at scale. We are the team responsible for enabling the full ML experimentation process—from ideation to training and validation, to comparison between models on the same lineage, to conversion of an optimal model to a viable truck format. We are an AWS shop, using Lightning & Ray for our distributed ML work, and we hope you are a Senior ML Engineer who can help us drive the future of autonomous freight.

What You'll Do

Build, maintain and improve our Torc ML frameworks, including:

Cloud tooling: Terraform, AWS Managed Services, EKS, Ray

Data ops: Parquet processing (PyArrow, Daft, Pandas), vector databases / LanceDB, MCAP/ROS

ML Development pipeline: Python, Ray, PyTorch, Lightning, Gymnasium

Logging & aggregation, Experiment tracking, Model registry & lineage: Visualization & dashboarding (e.G., Tableau, Voxel51, Rerun)

What You'll Need to Succeed

Bachelor's degree in Computer Science, Software Engineering, or related field with 6+ years of professional experience

Master's degree in Computer Science, Software Engineering, or related field with 3+ years of professional experience

You have built things with Ray and want to evangelize its usage

You keep up with open-source software for machine learning at scale

You have built ML solutions that have reached production

You feel comfortable with the data science and ML iteration/lifecycle

Ideal: You are familiar with model optimizations/compression for edge deployment

You have familiarity with compute and data platforms

You understand how to build ML systems that scale

You want to build, maintain, grow, and improve our ML platform

You know that a healthy software deployment requires mature software practices

Ideal: You love to speak with users and help them reach their goals

Knowledge of English is required since the selected candidate will need to collaborate daily with English‐speaking colleagues in the United States and work with technical documentation written exclusively in English.

Perks of Being a Full‐time Torc'r (Canada)

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

Medical, dental, and vision for full‐time employees

RRSP plan with a 4% employer match

Public Transit Subsidy (Montreal area only)

Flexibility in schedule and generous paid vacation

Company‐wide holiday office closures

Life Insurance

EEO StatementAt 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.

Salary & BenefitsHiring Range for Job Opening: Canada Pay Range: $141,500 CAD – $212,300 CAD

Job Details

Seniority level: Mid‐Senior level

Employment type: Full‐time

Job function: Engineering and Information Technology

Industries: Software Development

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