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Sopra Steria

Safety Engineer Expert – Machine Learning - ISO 26262

Posted 20 Days Ago
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In-Office
Montréal, QC
Mid level
In-Office
Montréal, QC
Mid level
The Safety Expert for Machine Learning ensures the safety and reliability of ML-based ADAS components, conducting research, applying system safety techniques, and collaborating with various teams for data quality and model robustness.
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Company Description

CS Group Canada, a subsidiary of CS Group (part of the Sopra Steria Group), is a leader in the development and certification of safety-critical systems in the aerospace, electric, and autonomous driving industries.

Joining CS Group Canada means taking part in complex, high-tech projects for some of the most prestigious system manufacturers in North America, while benefiting from competitive salaries, comprehensive benefits, and flexible work arrangements.

Job Description

As a Safety Expert for Machine Learning, you will address one of the most challenging questions in the field: ensuring the safety and reliability of non-deterministic, ML-based ADAS components.

Your responsibilities will include:

  • Researching, defining, and pioneering best practices and standards for the verification and validation of ML systems, where traditional safety methods may not apply,
  • Applying STPA (System-Theoretic Process Analysis) and related system-safety techniques to identify unsafe control actions and derive ML-specific safety requirements,
  • Collaborating closely with World Understanding and Behavior teams to define processes for data quality, model robustness, and Operational Design Domain (ODD),
  • Developing and formalizing novel safety arguments and evidence to support production-ready deployment of AI-based ADAS features,
  • Acting as a thought leader, helping shape the integration of machine learning into safety-critical automotive systems.

Qualifications

  • Bachelor’s or Master’s degree in Computer Science, Electrical/Computer Engineering, AI/ML Engineering, or a related discipline,
  • Strong expertise in functional safety and AI/ML safety challenges, ideally in the context of automotive ADAS and autonomous systems,
  • Advanced studies (PhD) in AI safety, ML validation, or related research areas are considered a strong asset.
  • Solid understanding of machine learning model development, validation, and testing, and life-cycle data management,
  • Practical experience applying STPA, FMEA, or similar system-theoretic hazard analyses to automotive or aerospace systems.
  • Knowledge of emerging standards and guidelines for ML safety (e.g., ISO 21448 – SOTIF, ISO 8800, UL 4600),
  • Ability to bridge the gap between research and practical engineering implementation,
  • Collaborative mindset, able to work across data, perception, and system safety teams.

Additional Information

Please note that only selected candidates and Permanent Residents/Canadian Citizens will be contacted.

Job Types: Full-time, Permanent

CS Group Canada values ​​diversity in the workplace and encourages women, visible minorities, ethnic minorities, aboriginal people, and people with disabilities to apply.

Benefits:

  • Hybrid Work 
  • Industry leading medical, dental, and vision Insurance
  • Access to a telemedicine service
  • RRSP program
  • Personal and sick days
  • Recreation room with pool table and foosball table

All your information will be kept confidential according to EEO guidelines.

Top Skills

Fmea
Iso 21448
Iso 8800
Machine Learning
Stpa
Ul 4600

Sopra Steria Montréal, Québec, CAN Office

2001 Boulevard Robert Bourassa, Suite 1700, Montréal, Quebec, Canada

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