Knowledge of advanced control strategies such as adaptive control, model predictive control, learning-based MPC, and ML/AI-based control approaches. Estimation and Fusion * Strong knowledge of state ...
Knowledge of advanced control strategies such as adaptive control, model predictive control, learning-based MPC, and ML/AI-based control approaches. Estimation and Fusion * Strong knowledge of state ...
Design and implement advanced control algorithms, including state-space control, observers, estimators, optimal or robust control, model predictive control, and learning-enabled control approaches.
Design and implement advanced control algorithms, including state-space control, observers, estimators, optimal or robust control, model predictive control, and learning-enabled control approaches.
Strong control systems background applied to embedded systems (e.g., state feedback, adaptive, model predictive control). * Productiongrade embedded software experience using C/C++ and modelbased ...
Strong control systems background applied to embedded systems (e.g., state feedback, adaptive, model predictive control). * Productiongrade embedded software experience using C/C++ and modelbased ...
26-017 - AI Developer
Oshawa, ON · Hybrid
$85 - $110/hr
This role focuses on building production ready systems that use large language models, predictive ... version control, monitoring, and ongoing improvement of artificial intelligence systems. The ...
26-017 - AI Developer
Oshawa, ON · Hybrid
$85 - $110/hr
This role focuses on building production ready systems that use large language models, predictive ... version control, monitoring, and ongoing improvement of artificial intelligence systems. The ...
Research Engineer, World Models
Toronto, ON · On-site +1
CA$155K - CA$269K/yr
Model distillation - Collaborate closely with Research Scientists to translate cutting-edge model ... You have built and deployed generative or predictive models of the physical world, focusing on ...
Research Engineer, World Models
Toronto, ON · On-site +1
CA$155K - CA$269K/yr
Model distillation - Collaborate closely with Research Scientists to translate cutting-edge model ... You have built and deployed generative or predictive models of the physical world, focusing on ...
Research Scientist, World Models
Toronto, ON · On-site +1
CA$155K - CA$269K/yr
Model distillation. - Collaborate with engineers to integrate models into large-scale, distributed ... You have built generative or predictive models of the physical world with scale and efficiency in ...
Research Scientist, World Models
Toronto, ON · On-site +1
CA$155K - CA$269K/yr
Model distillation. - Collaborate with engineers to integrate models into large-scale, distributed ... You have built generative or predictive models of the physical world with scale and efficiency in ...
Build, validate, and deploy predictive models to support strategic decisions and optimize revenue ... Use version control systems (e.g., Git) to manage code, documentation, and configuration changes ...
Build, validate, and deploy predictive models to support strategic decisions and optimize revenue ... Use version control systems (e.g., Git) to manage code, documentation, and configuration changes ...
Data Scientist
Toronto, ON · On-site
... control of their campaigns, meeting customers wherever they are in the buying journey and ... You will build predictive models that help improve platform performance, business outcomes, and ...
Quick apply
Data Scientist
Toronto, ON · On-site
... control of their campaigns, meeting customers wherever they are in the buying journey and ... You will build predictive models that help improve platform performance, business outcomes, and ...
Senior Data Scientist - Supply Chain Operations
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Senior Data Scientist - Supply Chain Operations
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Senior Data Scientist - Supply Chain Operations
Mississauga, ON · On-site
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Senior Data Scientist - Supply Chain Operations
Mississauga, ON · On-site
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Senior Data Scientist - Supply Chain Operations
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Senior Data Scientist - Supply Chain Operations
CA$99K - CA$132K/yr
Predictive maintenance for warehouse automation * Exception detection and control tower analytics * Develop models that directly influence operational decisions, including optimization logic and ...
Principal Associate Data Scientist, Machine Learning
Toronto, ON · On-site
$90 - $120/hr
Build, deploy, and maintain machine learning models (Gradient Boosting Machines, Neural Networks ... control systems like GitHub. * At least 3 years of experience with machine learning or predictive ...
Principal Associate Data Scientist, Machine Learning
Toronto, ON · On-site
$90 - $120/hr
Build, deploy, and maintain machine learning models (Gradient Boosting Machines, Neural Networks ... control systems like GitHub. * At least 3 years of experience with machine learning or predictive ...
... analysis, predictive analytics, and comprehensive visualizations. Principal Duties and ... control, and compliance with corporate policies for all analytics platforms, data models ...
... analysis, predictive analytics, and comprehensive visualizations. Principal Duties and ... control, and compliance with corporate policies for all analytics platforms, data models ...
Data Scientist
Toronto, ON · On-site +1
Experience in mathematical and statistical model development to support predictive decision-making ... Good coding habits, including documentation, version control, testing, reproducibility, and code ...
Data Scientist
Toronto, ON · On-site +1
Experience in mathematical and statistical model development to support predictive decision-making ... Good coding habits, including documentation, version control, testing, reproducibility, and code ...
Data Scientist
Toronto, ON · On-site +1
Experience in mathematical and statistical model development to support predictive decision-making ... Good coding habits, including documentation, version control, testing, reproducibility, and code ...
Data Scientist
Toronto, ON · On-site +1
Experience in mathematical and statistical model development to support predictive decision-making ... Good coding habits, including documentation, version control, testing, reproducibility, and code ...
Principal Associate Data Scientist, Machine Learning
Toronto, ON · On-site +1
CA$134K - CA$153K/yr
At least 3 years of experience with version control system like GitHub * At least 3 years of experience with machine learning or predictive modeling (H2O, XGBoost, TensorFlow, etc...) * At least 3 ...
Principal Associate Data Scientist, Machine Learning
Toronto, ON · On-site +1
CA$134K - CA$153K/yr
At least 3 years of experience with version control system like GitHub * At least 3 years of experience with machine learning or predictive modeling (H2O, XGBoost, TensorFlow, etc...) * At least 3 ...
25-079 Intermediate Tech Staff
Courtice, ON · On-site
$55 - $70/hr
25-079 Intermediate Tech Staff / Project Control Analyst Resume Due Date: June 4th, 2025 Number of ... Produce required reports and related information, e.g., predictive reporting, statistical reports ...
25-079 Intermediate Tech Staff
Courtice, ON · On-site
$55 - $70/hr
25-079 Intermediate Tech Staff / Project Control Analyst Resume Due Date: June 4th, 2025 Number of ... Produce required reports and related information, e.g., predictive reporting, statistical reports ...
Director - Global Lead, Financial Crime Analytics
Toronto, ON · Hybrid
CA$128K - CA$222K/yr
... models are predictive, explainable, and effectively consumed by downstream controls. * Lead ... Ensure alignment between CRR, Fraud, and TM to deliver a cohesive, risk-based control ecosystem. AI ...
Director - Global Lead, Financial Crime Analytics
Toronto, ON · Hybrid
CA$128K - CA$222K/yr
... models are predictive, explainable, and effectively consumed by downstream controls. * Lead ... Ensure alignment between CRR, Fraud, and TM to deliver a cohesive, risk-based control ecosystem. AI ...
Director - Global Lead, Financial Crime Analytics
Toronto, ON · On-site
$145.13 - $195.13/hr
... models are predictive, explainable, and effectively consumed by downstream controls. * Lead ... Ensure alignment between CRR, Fraud, and TM to deliver a cohesive, risk‑based control ecosystem.
Director - Global Lead, Financial Crime Analytics
Toronto, ON · On-site
$145.13 - $195.13/hr
... models are predictive, explainable, and effectively consumed by downstream controls. * Lead ... Ensure alignment between CRR, Fraud, and TM to deliver a cohesive, risk‑based control ecosystem.
Senior Software Engineer
Toronto, ON · On-site
$100 - $120/hr
... control across their growing AI portfolios. AIMS offers comprehensive oversight of predictive and ... model full lifecycle management system, and model onboarding tools. * Prototype and ship new AI ...
Senior Software Engineer
Toronto, ON · On-site
$100 - $120/hr
... control across their growing AI portfolios. AIMS offers comprehensive oversight of predictive and ... model full lifecycle management system, and model onboarding tools. * Prototype and ship new AI ...
Model Predictive Control information
What is Model Predictive Control?
What is the difference between Model Predictive Control vs Control Systems Engineer?
| Aspect | Model Predictive Control | Control Systems Engineer |
|---|---|---|
| Credentials | Engineering degree, control theory, process modeling | Engineering degree, control systems, automation |
| Work Environment | Industrial automation, process control, manufacturing | Design, develop, and maintain control systems across industries |
| Industry Usage | Process industries, chemical, oil & gas, manufacturing | Automation, robotics, embedded systems, industrial sectors |
Model Predictive Control (MPC) focuses on advanced control algorithms for optimizing processes, while Control Systems Engineers design and implement various control systems. MPC is a specialized skill within control engineering, often requiring knowledge of process modeling and optimization, whereas Control Systems Engineers have broader responsibilities across multiple control technologies. Both roles are essential in industrial automation but differ in scope and application.
What are the typical challenges faced by engineers working with Model Predictive Control (MPC) systems in an industrial setting?
What are the key skills and qualifications needed to thrive as a Model Predictive Control (MPC) Engineer, and why are they important?

Full-time
Medical, Dental, Vision, Life, Retirement, PTO
Posted 10 hours ago
General Motors rating
8.2
General Motors
Based on 304 frontline employees who took The Breakroom Quiz
7.4
Automakers average
Based on 6,260 frontline employees who took The Breakroom Quiz
Job description
Job Description
Vacancy Status:
This posting is not for an existing vacancy within the organization and is open to new applications. (New Head Count)
AI Disclosure:
As part of the application process, Artificial Intelligence will be used in the hiring process for this role
Hybrid :
This role is categorized as hybrid. This means the successful candidate is expected to report to Markham Elevation Center three times per week, at minimum [or other frequency dictated by the business].
Why Work for Us
Join General Motors at an exciting time of transformation in vehicle motion control. We are building a culture of inclusion, innovation, and collaboration, with opportunities to develop advanced control, estimation, and AI/ML solutions that impact real-world vehicle systems.
The Role
As a Vehicle Motion Control AI/ML Platform Design Engineer, you will design and implement advanced control, state estimation, and data-driven algorithms for vehicle motion systems, including steering, braking, propulsion, rear steering, active aerodynamics, and integrated chassis functions.
You will work on model-based design, simulation, and AI/ML-enabled algorithm development to create robust, modular, and high-performance motion control solutions. This role is ideal for engineers who want to apply strong controls and estimation fundamentals while growing hands-on experience in machine learning for real-time vehicle systems.
Key Responsibilities
- Design and implement vehicle motion control, estimation, and AI/ML-enabled algorithms across multiple domains.
- Apply model-based design, simulation, and data-driven workflows to develop and validate control strategies, learned models, observers, and estimators.
- Support integration and testing in simulation environments such as CarSim, CarMaker, and Simulink, as well as HIL, SIL, and DiL setups.
- Contribute to data collection, curation, labeling, feature engineering, and analysis from simulation, proving grounds, and vehicle testing to support training and validation activities.
- Implement and evaluate AI/ML components in motion control loops with attention to safety, stability, and interpretability.
- Collaborate with cross-functional teams and deliver technical documentation, reports, and presentations.
- Participate in design reviews, peer reviews, and continuous improvement of development processes and technical standards.
Required Skills and Experience
Core Expertise Areas
Control Strategy
- Solid foundation in classical control methods such as PID, state feedback, and observers.
- Knowledge of advanced control strategies such as adaptive control, model predictive control, learning-based MPC, and ML/AI-based control approaches.
Estimation and Fusion
- Strong knowledge of state estimation and observer design.
- Experience with sensor fusion methods, including Kalman filter variations such as EKF, UKF, and particle filters, and understanding of system identification and parameter estimation in dynamic systems.
AI/ML and Data
- Hands-on experience using Python for data analysis and model development, with exposure to ML frameworks such as PyTorch, TensorFlow, scikit-learn, and NumPy/pandas.
- Experience or a strong interest in applying machine learning or data-driven modeling to control, estimation, and system dynamics problems.
Simulation, Tools, and Implementation
- Experience with model-based design and vehicle dynamics simulation tools such as CarSim, CarMaker, or equivalent.
- Working knowledge of embedded software development in C/C++, MATLAB/Simulink, and code generation for production-oriented development.
- Familiarity with vehicle communication and measurement tools such as Vehicle SPY, INCA, and CANalyzer.
Additional Requirements
- M.S. or Ph.D. in Controls, Robotics, Aerospace, Mechanical Engineering, Electrical Engineering, Computer Engineering, Applied Mathematics, or a related field with relevant experience.
- Strong analytical and problem-solving skills.
- Demonstrated ability to communicate clearly through technical reports and presentations and to collaborate effectively across teams.
- Valid driver's license for occasional test support.
Preferred Skills and Experience
- Experience with reinforcement learning, model-based RL, or data-driven dynamics modeling for real systems.
- Familiarity with deep learning approaches such as CNNs, RNNs, or transformer-based models for estimation, prediction, or decision-making problems connected to motion control.
- Awareness of automotive safety concepts relevant to AI/ML-enabled control, including ISO 26262, SOTIF, runtime monitoring, and safe fallback strategies.
- Experience with requirements and interface definition tools such as DOORS, DNG, or Jama, and familiarity with automotive release and specification processes.
- Knowledge of related automotive systems such as powertrain, driveline, and CAN/LIN networks, plus exposure to advanced test setups such as dSPACE HiL, DiL, and in-vehicle track testing.
Compensation:
The salary range for this role is $90,900 to $136,400. The actual base salary a successful candidate will be offered within this range will vary based on factors relevant to the position.
Benefits:
The goal of the General Motors of Canada total rewards program is to support the health and well-being of you and your family. Our comprehensive compensation plan currently includes the following benefits, in addition to many others:
Paid time off including vacation days, holidays, and supplemental benefits for pregnancy, parental and adoption leave.
Healthcare, dental and vision benefits including health care spending account and wellness incentive.
Life insurance plans to cover you and your family.
Company and matching contributions to a Defined Contribution Pension plan to help you save for retirement.
GM Vehicle Purchase Plan for you, your family, and friends.
About GM
Our vision is a world with Zero Crashes, Zero Emissions and Zero Congestion and we embrace the responsibility to lead the change that will make our world better, safer and more equitable for all.
Why Join Us
We believe we all must make a choice every day - individually and collectively - to drive meaningful change through our words, our deeds and our culture. Every day, we want every employee to feel they belong to one General Motors team.
Non-Discrimination and Equal Employment Opportunities
General Motors is committed to being a workplace that is not only free of unlawful discrimination, but one that genuinely fosters inclusion and belonging. We strongly believe that providing an inclusive workplace creates an environment in which our employees can thrive and develop better products for our customers.
We encourage interested candidates to review the key responsibilities and qualifications for each role and apply for any positions that match their skills and capabilities. Applicants in the recruitment process may be required, where applicable, to successfully complete a role-related assessment(s) and/or a pre-employment screening prior to beginning employment. To learn more, visit How we Hire.
Accommodations
General Motors offers opportunities to all job seekers including individuals with disabilities. If you need a reasonable accommodation to assist with your job search or application for employment, email us or call us at 1-800-865-7580. In your email, please include a description of the specific accommodation you are requesting as well as the job title and requisition number of the position for which you are applying.
Working at General Motors
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About General Motors
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General Motors is a company with global scale and capabilities, headquartered in Detroit, Michigan, with employees around the world. The company employs over 165,000 people, serves six continents, operates across 22 time zones, and has a diverse workforce speaking 75 languages1. GM’s vision is to drive the world forward by pioneering innovations that move and connect people to what matters. The company is working towards an all-electric future with its new Ultium Platform and is pushing transportation options beyond our wildest imaginations with autonomous vehicles. GM is also committed to becoming the most inclusive company in the world.
Industry
Transportation equipment manufacturing
Company size
10,000+ Employees
Headquarters location
Detroit, MI, US
Year founded
1908