... predictive modeling, and AI/ML to advance VHM. We want researchers who have the passion to make ... The position is subject to export control restrictions and requires the successful candidate to be ...
... predictive modeling, and AI/ML to advance VHM. We want researchers who have the passion to make ... The position is subject to export control restrictions and requires the successful candidate to be ...
Corrective, preventative, and predictive maintenance on industrial manufacturing equipment and/or ... Demonstrates role model behavior for safety, integrity and ethical standards. * Ensure all work ...
Corrective, preventative, and predictive maintenance on industrial manufacturing equipment and/or ... Demonstrates role model behavior for safety, integrity and ethical standards. * Ensure all work ...
Energy Systems CAE Engineer
Troy, MI · On-site
Correlate simulation results with real-world on-road data, refining models to improve predictive ... Familiarity with electric vehicle systems, such as battery management, powertrain control, and ...
Quick apply
Energy Systems CAE Engineer
Troy, MI · On-site
Correlate simulation results with real-world on-road data, refining models to improve predictive ... Familiarity with electric vehicle systems, such as battery management, powertrain control, and ...
... scalable, predictive modeling ecosystem * Drive cross-functional alignment with Marketing, Sales ... Oversee quality control of data inputs, pricing recommendations, and implementation into all ...
... scalable, predictive modeling ecosystem * Drive cross-functional alignment with Marketing, Sales ... Oversee quality control of data inputs, pricing recommendations, and implementation into all ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
Oversee the Maintenance Control Center (MCC) and Business Control Center (BCC). Ensure 100 ... Champion the use of predictive tools (Ultrasound, Infrared, Vibration Analysis) and ensure they ...
Oversee the Maintenance Control Center (MCC) and Business Control Center (BCC). Ensure 100 ... Champion the use of predictive tools (Ultrasound, Infrared, Vibration Analysis) and ensure they ...
Translate complex predictive models into highly optimized, low-latency C++ code, bridging the gap between cloud-based data science and resource-constrained on-board vehicle electronic control units ...
Translate complex predictive models into highly optimized, low-latency C++ code, bridging the gap between cloud-based data science and resource-constrained on-board vehicle electronic control units ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
... strong internal control environment, and promoting Aptar's corporate culture and values. The ... Predictive Analytics: Develop and implement predictive analytics models to forecast financial ...
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Principal Data Scientist (Remote)
Lansing, MI · On-site +1
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Principal Data Scientist (Remote)
Lansing, MI · On-site +1
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Applies statistical modeling, machine learning, and advanced analytics to develop predictive and ... Experience using version control tools such as Git and Azure DevOps. * Experience working in cloud ...
Machine Learning Engineer 3
Dearborn, MI · On-site
$105K - $126K/yr
Key Responsibilities Design, develop, and deploy machine learning models, including predictive ... Strong understanding of software development lifecycle, version control, testing, and deployment ...
Quick apply
Machine Learning Engineer 3
Dearborn, MI · On-site
$105K - $126K/yr
Key Responsibilities Design, develop, and deploy machine learning models, including predictive ... Strong understanding of software development lifecycle, version control, testing, and deployment ...
Senior Execution Engineer - Material Flow & Robotics Deployment
Warren, MI · On-site
$98K - $134K/yr
Support layout reviews and process optimization through simulation, modeling, and data analysis ... Automated Fork Trucks (AFTs) with safety-rated navigation and control systems * Automated Storage ...
Senior Execution Engineer - Material Flow & Robotics Deployment
Warren, MI · On-site
$98K - $134K/yr
Support layout reviews and process optimization through simulation, modeling, and data analysis ... Automated Fork Trucks (AFTs) with safety-rated navigation and control systems * Automated Storage ...
Lead Data Scientist (AI/ML)
Detroit, MI · On-site
$125K/yr
... design, predictive modeling, model evaluation, and data science techniques to solve business ... Experience applying DevSecOps, CI/CD pipelines, automated testing, version control, and agile ...
Lead Data Scientist (AI/ML)
Detroit, MI · On-site
$125K/yr
... design, predictive modeling, model evaluation, and data science techniques to solve business ... Experience applying DevSecOps, CI/CD pipelines, automated testing, version control, and agile ...
MLOps Engineer
Dearborn, MI · On-site
Responsibilities Design, develop, and deploy machine learning models, including predictive ... Strong understanding of the software development lifecycle, version control, testing, and ...
MLOps Engineer
Dearborn, MI · On-site
Responsibilities Design, develop, and deploy machine learning models, including predictive ... Strong understanding of the software development lifecycle, version control, testing, and ...
... predictive CE/RE/BCI/RI outcomes with engineering-grade confidence. This role requires deep physics ... HPC/GPU acceleration experience for EM workloads, and best practices for model version control ...
... predictive CE/RE/BCI/RI outcomes with engineering-grade confidence. This role requires deep physics ... HPC/GPU acceleration experience for EM workloads, and best practices for model version control ...
... design, predictive modeling, model evaluation, and data science techniques to solve business ... Experience applying DevSecOps, CI/CD pipelines, automated testing, version control, and agile ...
... design, predictive modeling, model evaluation, and data science techniques to solve business ... Experience applying DevSecOps, CI/CD pipelines, automated testing, version control, and agile ...
Engineering General, EMI/EMC Simulation
Novi, MI · On-site
$98K - $134K/yr
... modeling standards, correlation methodology, and toolchains to deliver predictive CE/RE/BCI/RI ... HPC/GPU acceleration experience for EM workloads, and best practices for model version control ...
Engineering General, EMI/EMC Simulation
Novi, MI · On-site
$98K - $134K/yr
... modeling standards, correlation methodology, and toolchains to deliver predictive CE/RE/BCI/RI ... HPC/GPU acceleration experience for EM workloads, and best practices for model version control ...
Senior FP&A Analyst
$80K - $100K/yr
... predictive insights (e.g., cost drivers, demand patterns). Collaborate with IT and data teams to ... Operations: plant performance, cost control, efficiency initiatives Sales: pricing, customer ...
Senior FP&A Analyst
$80K - $100K/yr
... predictive insights (e.g., cost drivers, demand patterns). Collaborate with IT and data teams to ... Operations: plant performance, cost control, efficiency initiatives Sales: pricing, customer ...
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?
Staff Researcher, Vehicle Health Management (VHM), Energy and Propulsion Systems
Warren, MI • Hybrid
Full-time
Re-posted 9 days ago
General Motors rating
8.0
General Motors
Based on 309 frontline employees who took The Breakroom Quiz
7.4
Automakers average
Based on 6,230 frontline employees who took The Breakroom Quiz
Job description
Job Description
Hybrid: This role is categorized as hybrid. This means the successful candidate is expected to report to Warren, MI three times per week, at minimum.
The Role
Energy and Propulsion Systems research is aimed at driving propulsion and vehicle efficiency, cost, and performance improvements. Research also focuses on advancing vehicle and propulsion systems to target enterprise cost reduction through warranty improvement and engineering development efficiency.
We are seeking highly motivated and technically skilled candidates in the emerging technology area called Vehicle Health Management (VHM). Internet-of-Things builds many opportunities to improve the life quality of human beings. In the context of vehicle manufacturing, the vehicle engineering data collected through wireless communication (with customer consensus) allow the prediction of vehicle system issues, and the notification of drivers before vehicle performance and, consequently, people's busy life is impacted. With VHM technology, we integrate fundamental physics modeling with modern machine learning techniques such as Large Language Model, to develop diagnostics, prognostics, and system performance management solutions at scale.
GM has been leading the way of developing VHM technology to provide customers with an unprecedented level of assurance, convenience, and ownership experience. An example of VHM is the industry-first OnStar Proactive Alert for Starting System, a service GM launched a few years ago that provides early warning to customers in case a component failure is impending, thereby turning emergency repairs into scheduled maintenance events. This service is available on more than 10 million GM vehicles as of now!
What You'll Do
With the growing demand of VHM, GM R&D invites top talent like you to develop this exciting industry leading technology! Join us if you want to work with a vibrant team to address challenges in cloud-based computing, predictive modeling, and AI/ML to advance VHM. We want researchers who have the passion to make positive impacts on people's everyday life. Here are some other things to look forward to:
- Develop strategic technology roadmap with global vision in vehicle system diagnosis, prognosis, and fault-tolerant controls as well as integration
- Apply strong business acumen, highly specialized knowledge as well as organizational expertise to establish and advance new research areas
- Lead large projects with broad visibility, substantial impacts, and multiple internal and external stakeholders
- Lead and execute technical plans, including concept generation, prototype development, system implementation, and performance evaluation
- Recognized as an expert internally and externally with state-of-the-art technical knowledge and skills in related areas of responsibility
- Generate intellectual property, document results, and publish high quality papers
- Collaborate with cross-functional global teams and world-class universities
What You'll Need (Required Qualifications)
The position is subject to export control restrictions and requires the successful candidate to be a U.S. Person (U.S. citizen, U.S. permanent resident, asylee or refugee).
- The position is subject to export control restrictions and requires the successful candidate to be a U.S. Person (U.S. citizen, U.S. permanent resident, asylee or refugee).
- PhD in Electrical, Controls, Mechanical, Aerospace Engineering, or related field of study with demonstrated research capability or equivalent background
- 8+ years related industry experience
- Strong background in physics-based modeling for continuous and discrete systems, using first principles, system identification, parameter estimation, control and optimization
- Strong background in intelligent data modeling, using state-of-the-art AI/ML including LLM, signal processing, statistical inference
- Strong background in fault detection and isolation, diagnostics and prognostics, root cause analysis
- Demonstrated experience in large-scale data analytics
- Demonstrated experience in Python (including familiarity with ML frameworks such as PyTorch or Tensorflow), PySpark, MATLAB/Simulink
- Excellent verbal and written communication skills
- Excellent interpersonal skills to work effectively with GM internal and external partners
- Demonstrated experience in developing and deploying innovative solutions in production
- This job may be eligible for relocation benefits
What Will Give You a Competitive Edge (Preferred Qualifications)
- PhD with 10+ years industry experience
- Experience in application of advanced research and technology to the following automotive systems: internal combustion propulsion, high voltage battery, electromechanical actuators, power electronics, electrical systems, chassis systems, environmental sensors such as camera/radar/LIDAR, autonomous driving
- Hardware hands-on experience highly seeked, including but not limited to experience in dSpace rapid prototyping, ETAS tools
- Experience of project management
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.
Benefits Overview
From day one, we're looking out for your well-being-at work and at home-so you can focus on realizing your ambitions. Learn how GM supports a rewarding career that rewards you personally by visiting Total Rewards resources.
Non-Discrimination and Equal Employment Opportunities (U.S.)
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.
All employment decisions are made on a non-discriminatory basis without regard to sex, race, color, national origin, citizenship status, religion, age, disability, pregnancy or maternity status, sexual orientation, gender identity, status as a veteran or protected veteran, or any other similarly protected status in accordance with federal, state and local laws.
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.
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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