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Physics Informed Machine Learning Jobs in Quebec

Engineering, Physics, Applied Mathematics and Statistics. You have proven experience in converting ... semi-supervized Machine Learning solutions. You know Statistical Models, Optimization and ...

Your role is to create real value for millions of TELUS customers by enabling informed, data-driven ... Collaborate with data science teams to implement Machine Learning models for strategic economic ...

Development Senior Manager - Machine Learning We are looking for an experienced and visionary ... Physics, or related field; advanced degree preferred 12+ years of software engineering experience ...

... Machine Learning powered products What You'll Bring * A deep and genuine interest in Behavox as ... informed call possible. Please note that: * We want to get to know you and have a genuine ...

Business Excellence Sr Manager

Kirkland, QC · Hybrid

CA$124.40K - CA$207.40K/yr

Commercial lead for complex projects leveraging artificial intelligence, machine learning, web bots ... market to help make informed decisions quickly. * Develop sound business cases related to ...

... tech-enabled, AI/machine-learning platform that puts patient outcomes first. What You'll Do ... informed of client progress or challenges. * You like working independently, but would also enjoy ...

... tech-enabled, AI/machine-learning platform that puts patient outcomes first. What You'll Do ... informed of client progress or challenges. * You like working independently, but would also enjoy ...

... 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 ...

... 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 ...

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Physics Informed Machine Learning information

What is a Physics Informed Machine Learning job?

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 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 are popular job titles related to Physics Informed Machine Learning jobs in Quebec? For Physics Informed Machine Learning jobs in Quebec, the most frequently searched job titles are:
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:
Infographic showing various Physics Informed Machine Learning job openings in Quebec as of May 2026, with employment types broken down into 100% Full Time. Highlights an 80% In-person, and 20% Hybrid job distribution.

Senior Software Simulation Developer

Vention

Montreal, QC • Hybrid

Full-time

Posted 12 days ago


Job description

Company Description

Headquartered in Montreal and Berlin, Vention helps manufacturers automate their operations in record time with the only hardware and software AI-powered platform built for the factory floor. Our technology powers over 25,000 machines across 4,000 factories across 5 continents and we have the privilege to work with a significant proportion of Fortune 500 manufacturers, from space rockets, to electrical cars, to robotics.

At Vention, you’ll work alongside driven and talented people who care deeply about their craft and the impact they create. We’re a team of high achievers who grow through meaningful work, solving complex challenges, learning fast, and seeing the results of our efforts every day.

We move quickly and aim high, but we do it together with care, collaboration, and respect. Our culture celebrates diverse perspectives and supports your growth through intentional development, strong leadership, and opportunities to make a real difference.

Job Description

As a Senior Simulation Developer at Vention, you’ll be a key contributor to the evolution of our browser-based simulation engine. Working as part of an agile team, you’ll help design and implement new 3D simulation features and workflows that empower users to autonomously design, validate, and visualize their machines. Your work will have a high impact on the platform’s capabilities and how we demonstrate our technology to customers.

We’re seeking someone passionate about solving complex technical challenges in a collaborative, fast-paced scaleup environment.

Key Responsibilities

  • Design, develop, and maintain robust software applications, ensuring high performance and scalability.

  • Support and mentor junior members of the team in all aspects of agile software development.

  • Apply software design patterns and SOLID principles to create clean, maintainable, and reusable code.

  • Work with TypeScript, with additional exposure to Python and C++ where needed.

  • Develop and optimize applications using ReactJS for frontend development.

  • Analyze and refactor legacy code, improving architecture, maintainability and performance.

  • Ensure automated tests coverage is following industry best practices and maintain high standards of security and code quality.

  • Collaborate with cross-functional teams to develop simulation and physics-based applications.

  • Work with physics engines and renderers when needed.

  • Utilize linear algebra and other mathematical techniques when needed.

Qualifications
  • Bachelor’s or Master’s degree in Software Engineering, Computer Science, or a related field.

  • 5+ years of software development experience.

  • Strong problem-solving and analytical skills with a keen attention to detail.

  • Experience with game engines, physics-based simulation, or 3D graphics rendering.

  • Experience in modernizing legacy codebases while maintaining system integrity.

  • Familiarity with linear algebra and mathematical concepts relevant to physics and simulation.

Nice-to-Have Skills

  • Knowledge of ROS (Robot Operating System) or other robotics software and its integration into software applications.

  • Background in embedded systems or real-time computing is a plus.


Additional Information

What We Offer

  • Career pathing: Real opportunities to grow through personalized development plans, bi-annual employee reviews, and mentorship program 
  • Professional development: Continuous training in performance management, inclusive leadership, leadership operating model, team building, and giving/receiving feedback
  • Gender diversity & inclusion: Pay equity reviews, inclusive policies, and a Women’s Employee Resource Group offering networking, mentorship, and quarterly learning sessions.
  • Hybrid work: Enjoy flexibility with our hybrid model, allowing you to work from home on select days.
  • Community engagement: Two paid volunteering days per year to give back to causes you care about.
  • Central location: Regular team gatherings and a collaborative office space in the heart of Montreal, surrounded by cafés and restaurants.
  • Team events: All year round employee events including annual kick-off, employee summit, quarterly happy hours, and department events.
  • Comprehensive benefits: A complete group benefits plan for you and your family that start day one.

What to Expect in Your Interview

  • Initial Call
  • Meet the Team
  • Case or take-home interview
  • Decision & Offer

We’re committed to making every step of the process inclusive and accessible. If you require accommodations at any stage, please let us know, we’ll ensure you have what you need to succeed.

Professional Growth & Development

Vention believes strongly in promotion from within. For this reason, we structured a comprehensive professional development program that elevate high-performing individuals who deeply understand the inner workings of Vention. This program encompasses:

  • In-house coaching program with former industry executives working with small cohort of emerging leaders
  • Quarterly management training on topics ranging from “Giving & Receiving Feedback, to Building high-performing teams, to "Developing your own Leadership model”
  • Quarterly World-Class Speaker Series featuring industry leaders sharing their perspective and lessons learned as they build their function and business
  • Dedicated professional development channels sponsored by the Executive team to foster continuous professional learning
  • Book allocation program to further your knowledge in your domain of expertise or any business leadership topics

Diversity, Inclusion & Belonging at Vention

When you join Vention, you join a team of professionals with diverse experiences, backgrounds, and perspectives. Together, we’re building a workplace where everyone belongs, feels valued, and can achieve extraordinary results.

We celebrate differences in ideas, in experiences, and in people. Our initiatives in gender equity, career growth, and leadership development are designed to create real opportunities for everyone to thrive.

Vention’s culture

Vention is an uplifting environment for high achievers. Thinking that Vention’s culture would keep you energized? See our full culture guide here.