AI Control Systems Engineer

Hyundai America Technical Center, Inc. (HATCI); Superior (MI); On-site; USD 120,000 - 180,000; Full time

Benefits offered by this job

Premium healthcare

Disability & life insurance

Generous PTO

Job summary

Hyundai America Technical Center, Inc. (HATCI) is seeking an AI Control Systems Engineer to join the Vehicle Control Technology Team within the Vehicle Control Software Department.

The role focuses on machine learning, reinforcement learning, and model predictive control to enhance dynamics, efficiency, and customer experience for NA vehicles. The engineer will develop AI-driven control strategies, adapt models for in-vehicle use, and support testing at North American proving grounds and

Qualifications

• BS in aerospace, computer, electrical, mechanical engineering, robotics, or related field.
• 1–7 years applying ML/ RL and MPC to AI-driven vehicle control strategies.
• Proficiency in Python and C/C++ for ML and embedded code.
• Experience with ML frameworks and control theory fundamentals.

Responsibilities

• Engineer ML solutions to estimate payload, trailer mass, and tire-road friction.
• Design ML algorithms for high-stress towing/off-road systems to predict failures.
• Develop ML for personalized vehicle control features across environments.
• Research AI-driven control strategies to optimize performance (towing, terrain, energy).
• Adapt AI models for embedded real-time deployment on ECUs.
• Transition algorithms from simulation to rapid prototyping hardware.
• Participate in hands-on in-vehicle testing and tuning.

Skills

Python ML

C/C++

PyTorch/TensorFlow

MATLAB/Simulink

Stateflow

Control theory

Vehicle dynamics

CAN/CANoe

ML/AL for AI control

Embedded systems

Education

Bachelor’s degree in aerospace engineering or related

Tools

Vector CANalyzer

CANape

AUTOSAR

Job description

Hyundai America Technical Center, Inc. (HATCI) is looking for an engineer to join the Vehicle Control Technology Team of the Vehicle Control Software Department, which develops innovative features to enhance dynamics, controllability, and efficiency of Hyundai, Kia, and Genesis vehicles for the North American (NA) market

The Team:

The Vehicle Control Technology Team is responsible for spearheading new vehicle motion control technology concepts for future generation vehicles for the NA market, expanding Hyundai Motor Group (HMG) vehicle control capabilities in coordination with the R&D Headquarters, developing prototypes and proof-of-concept demonstrations to various global teams within HMG for new Vehicle Control Software functions targeted for the NA market, developing and maintaining simulation environments that enable co-simulation of algorithms and virtual calibration optimization, identifying market trends and customer needs for selection of new concept ideas, and supporting the development and verification of software updates for the NA market

The Position:

The AI Control Systems Engineer would leverage advanced techniques, such as machine learning, reinforcement learning, and model predictive control (MPC), to develop novel solutions that would improve the performance, efficiency, and overall customer experience, of next-generation Hyundai, Kia, and Genesis vehicles and their behaviors in the NA market,specifically focusing on challenging NA-use cases, such as heavy-duty towing and rugged off-road maneuvers

Job description:

AI Control Systems Engineer

Hyundai America Technical Center, Inc. (HATCI) is looking for an engineer to join the Vehicle Control Technology Team of the Vehicle Control Software Department, which develops innovative features to enhance dynamics, controllability, and efficiency of Hyundai, Kia, and Genesis vehicles for the North American (NA) market

The Team:

The Vehicle Control Technology Team is responsible for spearheading new vehicle motion control technology concepts for future generation vehicles for the NA market, expanding Hyundai Motor Group (HMG) vehicle control capabilities in coordination with the R&D Headquarters, developing prototypes and proof-of-concept demonstrations to various global teams within HMG for new Vehicle Control Software functions targeted for the NA market, developing and maintaining simulation environments that enable co-simulation of algorithms and virtual calibration optimization, identifying market trends and customer needs for selection of new concept ideas, and supporting the development and verification of software updates for the NA market

The Position:

The AI Control Systems Engineer would leverage advanced techniques, such as machine learning, reinforcement learning, and model predictive control (MPC), to develop novel solutions that would improve the performance, efficiency, and overall customer experience, of next-generation Hyundai, Kia, and Genesis vehicles and their behaviors in the NA market,specifically focusing on challenging NA-use cases, such as heavy-duty towing and rugged off-road maneuvers

What You Will Do:

• Engineer machine learning solutions to replace or augment physical sensors (e.g., estimating payload, trailer mass, and/or tire-road friction), reducing hardware costs and improving the driving experience in rugged conditions
• Design machine learning algorithms for high-stress systems used in towing or off-roading to predict component failures prior to occurrence, reducing downtime and maintenance costs
• Develop machine learning algorithms to enhance personalized customer experiences within vehicle control features, adapting to individual driving styles across different environments
• Research and develop AI-driven control strategies (by leveraging machine learning, reinforcement learning, and/or MPC) to optimize vehicle performance. Applications may include intelligent towing assist, terrain adaptation, and/or energy management.
• Adapt and optimize complex AI models for deployment onto embedded vehicle control units, ensuring real-time execution within automotive safety constraints
• Support the transition of novel algorithms from simulation environments (e.g., Python, MATLAB/Simulink, etc.) to rapid prototyping hardware for in-vehicle integration
• Participate in hands-on, in-vehicle testing and tuning of control algorithms, which may include supporting validation efforts at North American proving grounds or off-road testing facilities

What You Will Bring to the Role:

• Basic Qualifications:

  • Bachelor’s degree in aerospace engineering, computer engineering, computer science, electrical engineering, mechanical engineering, robotics, or a related discipline
  • 1-7 years of professional experience leveraging advanced techniques, such as machine learning, reinforcement learning, and/or MPC, to research and develop AI-driven control strategies that contribute to optimizing vehicle behavior performance
  • Proficiency in Python (for machine learning model development) and C/C++ (for embedded systems/production code development)
  • Hands-on experience with machine learning frameworks (e.g., PyTorch, TensorFlow, Scikit-learn, etc.)
  • Knowledge of reinforcement learning or deep learning techniques specific to time-series data or control problems
  • Proficiency in MATLAB/Simulink and Stateflow (for model-based design and control logic development)
  • Solid understanding of classical and modern control theory (e.g., PID, MPC, state estimation, Kalman filters, etc.)
  • Fundamental understanding of vehicle dynamics (i.e., longitudinal, lateral, and vertical)
  • Familiarity with automotive communication protocols (e.g., CAN, LIN, Automotive Ethernet, etc.) and tools (e.g., Vector CANalyzer, CANape, etc.)
  • Ability to explain technical topics to both technical and non-technical stakeholders
  • Excellenttime management, self-management, and organization skills
  • Strong written, oral, and interpersonal skills

• Preferred Qualifications:

  • Master’s degree or PhD with a research focus on artificial intelligence (AI), machine learning, control theory, or vehicle dynamics
  • Familiarity with electric vehicle systems, hybrid/conventional powertrains, and chassis components
  • Experience with MCU application software architectures, including AUTOSAR

What Hyundai Can Offer You:

• Zero-dollar Employee Premiums on Medical, Dental, and Vision for You and Your Family
• 100% Employer-paid Disability and Life Insurance
• Generous Paid Time Off, Including Vacation, Sick, and Abundant Holidays
• Competitive Salaries
• A Global Environment that Fosters Diversity
• Retirement Savings and Planning Benefits
• Access to Health Savings Accounts and Flexible Spending Accounts
• Flexible Work Hours

Other Details:

• Candidates applying for positions with Hyundai KIA must be legally authorized to work in the United States. Verification of employment eligibility will be required at the time of hire.
  • HATCI is an Equal Opportunity Employer including Disabled and Veteran. VEVRAA Federal contractor.