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Physics Informed Machine Learning Jobs in Toronto, ON

Sr Manager - AI Assurance & Audit

Toronto, ON ยท On-site

CA$103K - CA$192K/yr

  • Medical

  • Life

  • Retirement

Develops prediction systems and machine learning algorithms. Investigates additional technologies ... and risk informed decisions that align to business strategy, protect assets, and adhere to ...

Associate, Data Engineer

Toronto, ON

CA$90K - CA$120K/yr

  • Medical

  • Life

  • Retirement

Model and design databases and data architectures to support advanced analytics, machine learning ... Qualifications Bachelor's or Graduate degree in Engineering, Computer Science, Mathematics, Physics ...

Data Scientist II

Toronto, ON ยท On-site +1

CA$81K - CA$115K/yr

  • Medical

  • Retirement

  • PTO

Build machine learning models (e.g., XGBoost, regression models) to improve decision-making ... Motivated to constantly strive to find innovative data-informed ways to enhance capabilities * In ...

Data Scientist II

Markham, ON ยท On-site +1

CA$81K - CA$115K/yr

  • Medical

  • Retirement

  • PTO

Build machine learning models (e.g., XGBoost, regression models) to improve decision-making ... Motivated to constantly strive to find innovative data-informed ways to enhance capabilities * In ...

... that drive informed decisionmaking. * ML/AI Lifecycle Familiarity : Experience working with ... Solid knowledge of applied Machine Learning, Deep Learning, Large Language Models * Solid cloud ...

AI/ML Engineer

Mississauga, ON ยท Hybrid

CA$110K - CA$125K/yr

  • Medical

  • Dental

  • Life

  • Retirement

  • PTO

Driven by the vision of a more informed, educated and prosperous society, TC Transcontinental ... Design and build machine learning and generative AI components that integrate with our data ...

New

AI/ML Engineer

Mississauga, ON ยท Hybrid

CA$110K - CA$125K/yr

  • Medical

  • Dental

  • Life

  • Retirement

  • PTO

Driven by the vision of a more informed, educated and prosperous society, TC Transcontinental ... Design and build machine learning and generative AI components that integrate with our data ...

New

Audit Analyst Data Scientist

Toronto, ON ยท On-site

CA$67K - CA$124K/yr

  • Medical

  • Life

  • Retirement

Applies statistical techniques, machine learning, and advanced analytical methods to detect ... and risk-informed decisions aligned with business strategy, policies, standards, laws, and ...

... machine learning and real-world testing in pilot production. We are currently focused on key ... PhD in Physics/Electrical Engineering/Materials Science & Engineering * Required Skills * Proven ...

Senior Data Scientist

Toronto, ON ยท Hybrid

CA$103K - CA$192K/yr

  • Medical

  • Life

  • Retirement

Develops prediction systems and machine learning algorithms. Investigates additional technologies ... and risk informed decisions that align to business strategy, protect assets, and adhere to ...

... informed decisions. As the Consultant, Data and AI Analytics, you will not only analyze data but ... Advanced Analytics & Modeling - Apply statistical techniques and machine learning models for ...

Showing results 41-60

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 are popular job titles related to Physics Informed Machine Learning jobs in Toronto, ON?

For Physics Informed Machine Learning jobs in Toronto, ON, the most frequently searched job titles are:

What job categories do people searching Physics Informed Machine Learning jobs in Toronto, ON look for?

The top searched job categories for Physics Informed Machine Learning jobs in Toronto, ON are:

Infographic showing various Physics Informed Machine Learning job openings in Toronto, ON as of August 2026, with employment types broken down into 1% As Needed, 72% Full Time, 23% Part Time, 1% Temporary, and 3% Contract. Highlights an 87% Physical, 3% Hybrid, and 10% Remote job distribution.

Sr Manager - AI Assurance & Audit

BMO Capital Markets

Toronto, ON โ€ข On-site

CA$103K - CA$192K/yr

Full-time

Medical, Life, Retirement

Posted 23 days ago


Job description

Application Deadline:

08/13/2026

Address:

100 King Street West

Job Family Group:

Data Analytics & Reporting

Uses advanced analytical algorithms and technologies (e.g. machine learning, deep learning, artificial intelligence) to mine and analyze large sets of structured and unstructured data to obtain insights. Designs and constructs new processes for modeling data. Develops predictive models and leverages big data technology to design solutions that deliver smarter business decisions, improve customer experience, and drive productivity. Collaborates with other data and analytics professionals and teams to optimize, refine and scale analysis into mature analytics solutions.

  • Plays an active role in the futuristic display of data, and advancement of innovative data strategies to understand consumer trends and address business problems.
  • Uses data mining and extracting usable data from valuable data sources to assess feasibility of AI/ML solutions for improved processing and usage of organization data.
  • Conducts large-scale analysis of information to discover patterns and trends by combining different modules and algorithms.
  • Uses analysis to provide recommendations and advice for business leaders to maintain to maintain market competitiveness.
  • Develops prediction systems and machine learning algorithms. Investigates additional technologies and tools for developing innovative data solutions for business stakeholders.
  • Collaborate together with the product team and partners to understand and provide data-driven decision making, business planning and future roadmap.
  • Fosters a culture aligned to BMO purpose, values and strategy and role models BMO values and behaviours in all that they do.
  • Ensures alignment between values and behaviour that fosters diversity and inclusion.
  • Regularly connects work to BMO's purpose, sets inspirational goals, defines clear expected outcomes, and ensures clear accountability for follow through.
  • Builds interdependent teams that collaborate across functional and operating groups to create the highest value for all stakeholders.
  • Attracts, retains, and enables the career development of top talent.
  • Improves team performance, recognizes and rewards performance, coaches employees, supports their development, and manages poor performance.
  • Operates at a group/enterprise-wide level and serves as a specialist resource to senior leaders and stakeholders.
  • Applies expertise and thinks creatively to address unique or ambiguous situations and to find solutions to problems that can be complex and non-routine.
  • Implements changes in response to shifting trends.
  • Broader work or accountabilities may be assigned as needed.
  • Take measured risks while protecting the bank by applying our Risk Management Framework in the execution of your role, in line with our Risk Culture and within our approved Risk Appetite, making sound and risk informed decisions that align to business strategy, protect assets, and adhere to applicable policy documents (Frameworks, Policies, Standards, Procedures and Supporting documents), laws and regulations.

Qualifications:

Advanced level of proficiency:

  • Mathematics, statistics & operations research.
  • Deep learning.
  • Machine learning.
  • Trust, bias and ethics.
  • Creative thinking.
  • Critical thinking.
  • Big data.
  • Data visualization.
  • Computational thinking and programming.
  • Data wrangling.
  • Data preprocessing.
  • Creative reasoning.
  • Verbal & written communication skills.
  • Analytical and problem solving skills.
  • Influence skills.
  • Collaboration & team skills; with a focus on cross-group collaboration.
  • Able to manage ambiguity.
  • Data driven decision making.
  • Typically 7+ years of relevant experience and/or certification in related field of study or an equivalent combination of education and experience.
  • Seasoned professional with a combination of education, experience and industry knowledge.

Salary:

$103,200.00 - $192,000.00

Pay Type:

Salaried

The above represents BMO Financial Group's pay range and type.

Salaries will vary based on factors such as location, skills, experience, education, and qualifications for the role, and may include a commission structure. Salaries for part-time roles will be pro-rated based on number of hours regularly worked. For commission roles, the salary listed above represents BMO Financial Group's expected target for the first year in this position.

BMO Financial Group's total compensation package will vary based on the pay type of the position and may include performance-based incentives, discretionary bonuses, as well as other perks and rewards. BMO also offers health insurance, tuition reimbursement, accident and life insurance, and retirement savings plans. To view more details of our benefits, please visit:https://jobs.bmo.com/global/en/Total-Rewards

About Us

At BMO we are driven by a shared Purpose: Boldly Grow the Good in business and life. It calls on us to create lasting, positive change for our customers, our communities and our people. By working together, innovating and pushing boundaries, we transform lives and businesses, and power economic growth around the world.

As a member of the BMO team you are valued, respected and heard, and you have more ways to grow and make an impact. We strive to help you make an impact from day one - for yourself and our customers. We'll support you with the tools and resources you need to reach new milestones, as you help our customers reach theirs. From in-depth training and coaching, to manager support and network-building opportunities, we'll help you gain valuable experience, and broaden your skillset.

To find out more visit us at https://jobs.bmo.com/ca/en.

BMO is committed to an inclusive, equitable and accessible workplace. By learning from each other's differences, we gain strength through our people and our perspectives. Accommodations are available on request for candidates taking part in all aspects of the selection process. To request accommodation, please contact your recruiter.

Note to Recruiters: BMO does not accept unsolicited resumes from any source other than directly from a candidate. Any unsolicited resumes sent to BMO, directly or indirectly, will be considered BMO property. BMO will not pay a fee for any placement resulting from the receipt of an unsolicited resume. A recruiting agency must first have a valid, written and fully executed agency agreement contract for service to submit resumes.