5 дней назад
Machine Learning Applied Scientist (Co-op)
3 600 - 4 500CAD
Мэтч & Сопровод
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Описание вакансии
Текст:
TL;DR
Machine Learning Applied Scientist (Co-op) (Robotics and Computer Vision): Developing and evaluating machine learning models for 4D robotic vision, including object detection, depth estimation, and 6-DoF pose estimation, with an accent on production robustness, model speed, and accuracy under varying lighting and part geometry. Focus on improving synthetic data generation, debugging model behavior in simulation and on industrial robots, and translating recent research into deployable manufacturing solutions.
Location: In-person at the Vancouver, British Columbia office, Canada. The co-op term runs from January 2027 through August 2027.
Salary: CAD $3,600–$4,500 per month
Company
develops 4D vision software, simulation tools, and robotic bin-picking solutions for automotive and industrial manufacturing.
What you will do
- Prototype and evaluate machine learning models for object detection, depth estimation, and 6-DoF pose estimation.
- Benchmark models on internal datasets representing real manufacturing conditions.
- Adapt recent machine learning and computer vision research to improve model speed, stability, and accuracy.
- Improve synthetic data generation by expanding variation in object shape, material, and pose.
- Collaborate with robotics and software engineers to diagnose and resolve model issues in simulation and robotic testing.
- Own a scoped machine learning project and present outcomes with metrics and insights at the end of the term.
Requirements
- Proficiency in Python and machine learning frameworks such as PyTorch.
- Understanding of computer vision fundamentals, including detection, segmentation, and 3D geometry.
- Familiarity with model training, tuning, and evaluation workflows.
- Interest in robotics or applying machine learning in production-grade software.
- Ability to work in person at the Vancouver office for the 8-month co-op term.
Nice to have
- Experience with synthetic data generation or Blender.
- Exposure to 6-DoF pose estimation, point cloud processing, or depth sensing.
- Experience with Linux or Docker-based environments.
- Familiarity with AWS services such as S3, EC2, or SageMaker.
Culture & Benefits
- Hands-on experience applying academic machine learning concepts to production workflows.
- Opportunity to work with internal datasets and models deployed on industrial robots.
- Collaborative, fast-moving, and impact-driven environment.
- Exposure to simulation and real customer-facing robotic solutions.
- Work focused on practical machine learning challenges in industrial automation.
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