Ingénieur(e) senior(e) en apprentissage automatique - Cadres des opérations d’AA

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Company Overview

Torc Robotics is a pioneering company in the field of autonomous vehicle technology, firmly believing that such innovations will transform the way we travel, transport goods, and conduct business. With a legacy dating back to 2007, Torc has spent over a decade bringing solutions to market alongside seasoned partners. Being part of the Daimler family allows Torc to focus exclusively on developing software for automated trucks, marking a significant step in revolutionizing global freight transportation.

Role Overview

The position available is for a Senior Engineer in Machine Learning within the Operations team. The successful candidate will be instrumental in designing, maintaining, and enhancing Torc's machine learning frameworks. This role requires the candidate to work on large-scale solutions and assist in the full experimentation process, from ideation to model comparison and production implementation.

Responsibilities

The key responsibilities for this role include:

• Designing, maintaining, and improving AI frameworks at Torc.
• Utilizing various tools like Terraform, AWS Managed Services, EKS, Ray, along with processes for data handling and modeling.
• Involvement in data operations, especially Parquet formatting as well as leveraging databases like LanceDB and MCAP/ROS.
• Optimizing machine learning pipelines using Python, Ray, PyTorch, Lightning, and Gymnasium.
• Ensuring effective logging, aggregation, and experimentation tracking while producing visualizations and dashboards using tools like Tableau.

Skills Required

To excel in this role, candidates must possess:

• A Bachelor's degree in Computer Science, Software Engineering, or a related field with a minimum of 6 years of professional experience. Alternatively, a Master's degree with at least 3 years of experience is acceptable.
• Proven proficiency in designing machine learning solutions using Ray and a solid understanding of modern open-source tools for large-scale machine learning.
• Experience in bringing autonomous vehicle solutions to a production stage.
• Familiarity with data science processes and machine learning lifecycle.
• Preferred experience in model optimization and compression for edge deployment and developing scalable AI systems.
• An understanding of the importance of mature software practices for effective software deployment.
• A collaborative attitude and willingness to communicate with end-users to help them achieve their objectives.
• Proficiency in English, as the role involves daily collaboration with English-speaking colleagues in the USA and working with documentation solely available in English.

Salary Information

The salary range for this position in Canada is approximately $141,500 - $212,300 CAD. Compensation is based on several factors, including knowledge, skills, and experience related to the role. The total compensation program includes corporate bonuses and stock option plans, along with potential sign-on bonuses or relocation funds as part of their comprehensive benefits package.

Benefits and Work Culture

Torc is committed to supporting its employees' health, work-life balance, and future. The work culture at Torc is collaborative, dynamic, and heavily focused on teamwork. Benefits include:

• Competitive compensation programs with bonus potential and stock options.
• Health, dental, and vision coverage for full-time employees.
• A retirement savings plan (RRSP) with a 4% employer match.
• Public transportation subsidies (available in the Montreal area).
• Generous paid vacation and flexible scheduling options.
• Company-wide closure during holidays.
• Life insurance coverage.

Torc values diversity and inclusivity, celebrating the unique characteristics of each team member. The company encourages applications from individuals who do not meet every qualification but are passionate about contributing to the field of machine learning and autonomous vehicles.

Conclusion

In summary, the Senior Engineer in Machine Learning position at Torc Robotics is a remarkable opportunity for qualified candidates looking to contribute to the forefront of autonomous vehicle technology. The multifaceted responsibilities, attractive compensation package, and the company's commitment to an inclusive workplace make it an excellent career choice for those interested in shaping the future of freight transportation.

This job offer was originally published on himalayas.app