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Physics Informed Machine Learning Jobs in Quebec

Staples Canada ULC

... the store and learning all our products and services to offer informed recommendations ... Ensure machines are always stocked with paper, toners, and supplies. Catalogue all print orders ...

Coractive

Application Scientist

Quebec, QC

Contribute to scientific publications and stay informed of scientific advances in the field ... Cultivate your passion by being curious, imaginative, and committed to continuous learning. * Grow ...

Coractive

Application Scientist

Levis, QC · On-site

Contribute to scientific publications and stay informed of scientific advances in the field ... Cultivate your passion by being curious, imaginative, and committed to continuous learning. * Grow ...

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Physics Informed Machine Learning information

What are the key skills and qualifications needed to thrive in the physics informed machine learning position, and why are they important?

To thrive in Physics Informed Machine Learning, you need a solid background in physics, strong mathematical and statistical skills, and experience with machine learning algorithms, typically supported by an advanced degree in a relevant field. Proficiency with programming languages like Python, frameworks such as TensorFlow or PyTorch, and familiarity with numerical simulation tools are commonly required. Effective problem-solving, clear communication, and the ability to collaborate with interdisciplinary teams make a significant impact in this role. These capabilities are essential for developing robust, interpretable machine learning models that leverage physical laws to solve complex, real-world problems.

What are the typical challenges faced by professionals working in physics informed machine learning roles?

Professionals in Physics Informed Machine Learning often encounter challenges integrating complex physical theories with advanced machine learning models, requiring deep domain knowledge and strong technical skills. Balancing model accuracy with computational efficiency and ensuring that models are both interpretable and generalizable can be demanding. Collaboration with domain experts, data scientists, and engineers is common, as projects often span multiple disciplines. Successfully navigating these challenges provides valuable experience and is highly regarded, often leading to further career advancement in research, engineering, or leadership positions.

What is a physics informed machine learning?

A Physics Informed Machine Learning (PIML) job involves developing AI models that integrate physics-based principles to improve accuracy, interpretability, and generalization. Professionals in this role use machine learning techniques alongside domain knowledge in physics, engineering, or applied sciences to solve complex problems in areas like fluid dynamics, materials science, and climate modeling. Responsibilities often include designing algorithms, implementing simulations, and validating results against experimental or real-world data. Employers typically seek expertise in deep learning, numerical methods, and programming languages like Python.

What job categories do people searching Physics Informed Machine Learning jobs in Quebec look for?

The top searched job categories for Physics Informed Machine Learning jobs in Quebec are:

Physics Informed Machine Learning jobs near you
Infographic showing various Physics Informed Machine Learning job openings in Quebec as of August 2026, with employment types broken down into 1% As Needed, 76% Full Time, 20% Part Time, 1% Temporary, and 2% Contract. Highlights an 88% Physical, 2% Hybrid, and 10% Remote job distribution.

Data and Business Intelligence Architect

Michelin

Magog, QC • Hybrid

Full-time

Medical, Life, Retirement

Re-posted 8 days ago

Job description

Data and Business Intelligence Architect

Build a career that matters with one of the world's most respected employers!

- - - - - - - - - - - -


Make a difference as a Data and Business Intelligence Architect

Michelin, an international company known for its tire products, around and beyond the tire is looking for people who want to move forward with us!


Motivated by our purpose - We care about Giving People a Better Life in Motion - Michelin offers our employees a comprehensive Total Rewards package with competitive well-being, health care, life insurance and retirement benefits and perks such as:

  • Hybrid work - 3 days at Michelin's Magog research center, according to current policy
  • Support for professional development
  • A stimulating role in a highly innovative company
  • An employee assistance program
  • Discounts on products
  • Varied activities and opportunities to get involved
  • Modern offices
  • Salary based on experience, plus a potential bonus of 13%

We recruit you for your personality, your skills and your experience for a career in the company.


Your team:

As a Data and Business Intelligence Architect, you will work within a cross-functional and collaborative ecosystem, interacting closely with business teams, implementation teams (data, BI, IT), and the Group's community of architects. This agile and multidisciplinary environment will place you at the heart of the data challenges facing the "Beyond Road" business line, in line with Michelin's technological standards and strategic direction.


Your role:

You will act as a technical expert and influential leader. You will guide teams in the design and implementation of robust, scalable analytical solutions, while ensuring architectural consistency and alignment with Group standards. You will bring in-depth expertise in data and BI, driven by a strategic vision, to ensure that solutions meet business objectives, drive innovation, and support continuous improvement.


We need you to:

  • Continuous Architecture: Regularly review and enhance system and data architectures to ensure alignment with evolving business needs and technology advancements.
  • Solution Design & Delivery: Collaborate with cross-functional teams to design scalable, innovative data solutions that fit the overall product roadmap.
  • Technical Strategy & Roadmap: Help shape technical strategies by defining reference architectures, strategic directions and roadmaps aligned with the Group. Ensuring solutions add business value and support product lifecycles.
  • Architecture Activities: Work with delivery teams to ensure architectural decisions are made at the right level and that they are understood and shared. Conduct architecture reviews to ensure solutions comply with standards and guiding principles.
  • Technology Watch & Innovation: Monitor emerging technologies, trends and Michelin technology roadmaps; recommend adoption or initiate studies to support additional business needs while insuring technical coherence.
  • Collaboration & Communication: Facilitate collaboration among all stakeholders (Business / IT), lead workshops, and communicate architectural concepts in a clear and accessible way.
  • Architecture Documentation: Create and maintain clear, accessible, and up-to-date architecture documentation, including architecture diagrams, design and governance principles, patterns, and guidelines.
  • Mentoring and Knowledge Sharing: Share expertise and knowledge with the architecture community and wider organization to develop architectural skills and promote a learning and data driven mindset.

What do you need to possess to be successful in this role?

  • Bachelor's or Master's degree in Computer Science, Information Systems, Data Analytics, or a related field.
  • 10+ Years in Information technology inducing 5+ years of experience in BI solution & data architecture.
  • Strong experience in data modeling, designing and implementing scalable data pipelines and BI solutions.
  • Experience with cloud-based data management solutions (Azure Data Lakes, Databricks), data governance (Unity Catalog, Collibra), and reporting tools (PowerBI)
  • Experience with AI in SDLC (Software development lifecycle), advanced analytics, and machine learning technologies. (VsCode, Gitlab, DataIku, Agents, MCP servers)
  • Skills in system design and optimization.
  • Excellent communication skills in French and English, with the ability to work effectively in a multicultural and international environment.
  • Strong business analysis and strategic thinking skills.
  • Strong customer focus and commitment to service.
  • Ability to make informed and effective decisions.
  • Commitment to continuous learning and professional development.

Our Candidate and New Hire Experience Promise:

At each step in your career, you will be guided along your career path to help you build a personalized career plan for the long term... and it starts Now!

Discover your future - Demonstrate your interest - Meet your future colleagues - Start your Journey!


Moving Forward Together: Apply Today!


The Magog Team - #michelinmagog:

Our global Research and Development center for Beyond-Road systems and tracks is nestled in the heart of the splendid Eastern Townships region. Thanks to the innovation, ingenuity, and passion of our 300 employees from various professions, we revolutionize mobility for thousands of people every day. Together, we redefine the future with enthusiasm and determination.


Michelin Magog - EN

Why Michelin?

  • Career Growth: Personalized development plans, mentorship, and cross-functional opportunities. Unique career paths and opportunities for advancement.

  • Inclusive Culture: Thrive in a diverse, supportive environment where your competencies, contributions and behaviors are recognized. Option to join one of our Business Resource Groups and Inclusion Councils.

  • Innovation-Driven: Work on projects that matter-from sustainable materials to digital transformation.

  • Community Impact: Be part of a company that does what's right. We use sustainable business practices while balancing the needs of our customers and communities.

Michelin is an equal employment opportunity employer of visible minorities, women, Indigenous persons and people with disabilities. If you need accommodation for any part of the employment application process because of a disability, please contact us at accommodations@michelin.com.

We build the future with people like you. Begin your career with Michelin today!

Apply