Remote Senior BEV ML Engineer — 3D Perception & Fusion

Torc Robotics; Montreal; Hybrid; CAD 209,000 - 314,000; Full time

Job summary

A leading autonomous vehicle technology company in Montreal is seeking an experienced Staff Machine Learning Engineer specializing in BEV and Multi-Modal Perception. You will lead the development of perception models that unify data from various sensors, driving architectural innovation. Candidates should have over 10 years of experience in deep learning for perception and a relevant graduate degree. This role offers a competitive salary with bonus options and flexibility in hybrid work arrangements.

Benefits

Competitive compensation package

Medical, dental, and vision benefits

RRSP plan with employer match

Flexible schedule and paid vacation

Company-wide holiday office closures

Life Insurance

Qualifications

• 10+ years of experience in deep learning for perception.
• Expertise in BEV modeling and 3D scene understanding.
• Proficiency in Python and familiar with deep learning frameworks.

Responsibilities

• Lead BEV model development across multiple tasks.
• Design architectures integrating heterogeneous sensor data.
• Mentor and guide ML engineers on best practices.

Skills

Deep learning for perception

3D vision

Multi-modal sensor fusion

Python

PyTorch

TensorFlow

Education

M.S. or Ph.D. in Computer Science, Electrical Engineering, Robotics or related field

Tools

Large-scale data pipelines

Job description

A leading autonomous vehicle technology company in Montreal is seeking an experienced Staff Machine Learning Engineer specializing in BEV and Multi-Modal Perception. You will lead the development of perception models that unify data from various sensors, driving architectural innovation. Candidates should have over 10 years of experience in deep learning for perception and a relevant graduate degree. This role offers a competitive salary with bonus options and flexibility in hybrid work arrangements.