Senior ML Engineer - Pose Estimation & 3D Reconstruction

Parallel Domain; Vancouver; On-site; CAD 150,000 - 180,000; Full time

Job summary

A leading tech company in Vancouver is seeking a Senior Machine Learning Engineer focused on pose estimation and SfM. You will enhance the Replica platform's geometric reconstruction capabilities by integrating ML and classical approaches. The ideal candidate holds an advanced degree in ML or computer vision and has strong Python skills, along with a solid understanding of 3D geometry. The role offers competitive compensation and opportunities for professional growth in a collaborative culture.

Benefits

Competitive compensation

Employer-paid medical, mental health, dental, and vision benefits

Flexible paid vacation and holidays

Paid parental leave

Equipment budget

Annual learning and development stipend

Qualifications

• Advanced degree in ML, computer vision, robotics or related field.
• Strong Python experience and production-level code development.
• Deep understanding of 3D geometry, linear algebra, and optimization.

Responsibilities

• Build robust SfM and pose pipelines to improve accuracy and speed.
• Develop geometric vision models for camera calibration.
• Integrate ML and classical methods for practical performance.
• Collaborate with ML engineers to define metrics for success.

Skills

Machine Learning

3D Reconstruction

Geometric Vision

Python

Education

MS or PhD in ML, computer vision, or robotics

Tools

CUDA

Machine Learning Frameworks

Job description

A leading tech company in Vancouver is seeking a Senior Machine Learning Engineer focused on pose estimation and SfM. You will enhance the Replica platform's geometric reconstruction capabilities by integrating ML and classical approaches. The ideal candidate holds an advanced degree in ML or computer vision and has strong Python skills, along with a solid understanding of 3D geometry. The role offers competitive compensation and opportunities for professional growth in a collaborative culture.