Ingénieur·e principal·e en apprentissage automatique - Rendu neuronal
Torc Roboticsabout 1 month ago
Remote, Canada or Montréal, CanadaSenior / Staff+
H1B Sponsor
Base Salary
$161k - $212k/yr
Responsibilities
- Implement the latest advancements in neural rendering and generative models.
- Convert cutting-edge autonomous driving solutions for sensor simulations.
- Contribute to the implementation of a neural rendering framework for AV 3.0.
- Integrate the framework into a cloud environment and automate validation pipelines.
- Take responsibility for development projects from research to deployment.
- Design, implement, test, and deploy production-ready software from early prototypes.
- Work within the cloud machine learning ecosystem with related departments.
- Proactively assess current capabilities and propose improvement solutions.
- Demonstrate project management skills and mentor less experienced team members.
Requirements
- Mastery of Python and deep learning frameworks like PyTorch.
- PhD or equivalent work experience of at least 6 years in related fields.
- Proven expertise in neural rendering and generative models.
- Experience in 3D graphics, 3D reconstruction, or computer vision.
- Highly skilled and capable of working independently on complex tasks.
- Experience with virtual desktop infrastructure and cloud machine learning environments.
- Ability to drive harmonization between team interfaces and the organization.
- Design and maintain technical solutions for the team and foster consensus.
- Mentor and guide engineers within the group.
Benefits
- Competitive compensation package including bonuses and stock options.
- 100% medical, dental, and vision premiums for full-time staff.
- Registered Retirement Savings Plan (RRSP) with 6% employer match.
- Flexible scheduling and generous paid time off available immediately.
- AD&D and life insurance.