Sign upLog in
JobsJobs in MichiganJobs in Auburn Hills, MIInformation Technology and Internet JobsSoftware Jobs

Engineer I - Software Algorithm

Magna International, Inc

Auburn Hills, Michigan

Apply
JOB DETAILS
SKILLS
Algorithms, Analysis Skills, Automotive Industry, Automotive Manufacturing, Automotive Technology, Business Support, C Programming Language, C++ Programming Language, Computer Engineering, Computer Programming, Computer Science, Computer Skills, Computer Vision, Data Analysis, Debugging Skills, Deep Learning, Ecosystems, Electrical Engineering, Electronics, Electronics Manufacturing, Embedded Systems, Image Processing, Machine Learning, Mathematics, Memory Hardware, Network Architecture/Engineering, Neural Networks, Noise Reduction, Operating Systems, Performance Management, Performance Metrics, Performance Modeling, Performance Tuning/Optimization, Physics, Problem Solving Skills, Python Programming/Scripting Language, QoS (Quality of Service), Regulations, Root Cause Analysis, Safety Process, Safety/Work Safety, Software Engineering, Test Bench, Test Plan/Schedule, Testing, Training Data Sets
LOCATION
Auburn Hills, Michigan
POSTED
7 days ago
Job descriptions may display in multiple languages based on your language selection.

What we offer:

At Magna, you can expect an engaging and dynamic environment where you can help to develop industry-leading automotive technologies. We invest in our employees, providing them with the support and resources they need to succeed. As a member of our global team, you can expect exciting, varied responsibilities as well as a wide range of development prospects. Because we believe that your career path should be as unique as you are.

Group Summary:

Transforming mobility. Making automotive technology that is smarter, cleaner, safer and lighter. That's what we're passionate about at Magna Electronics, and we do it by creating world-class Electronic systems. We are a premier supplier for the global automotive industry with full capabilities in design, development, testing and manufacturing of complex Electronic systems. Our name stands for quality, environmental consciousness, and safety. Innovation is what drives us and we drive innovation. Dream big and create the future of mobility at Magna Electronics.

Job Responsibilities:

This role is not eligible for visa sponsorship. Candidates must have current and ongoing authorization to work in the United States.

JOB SUMMARY

The Computer Vision Algorithm Engineer role focused on ADAS perception that turns camera video feeds (image frames) into a clear understanding of the vehicle's surroundings. The work spans concept through serial production: design and simulate algorithms, analyze and replay data, build and test classical and deep learning models, and optimize for real-time execution on production ECUs. Core tasks include object detection, segmentation, tracking, and image enhancement while meeting accuracy, latency, memory, and power targets. A strong background in image processing, machine learning, and mathematics/physics is required, with familiarity in vehicle dynamics considered a plus.

ESSENTIAL JOB FUNCTIONS

  • Develop (design, implement, optimize) conventional image processing algorithms for automotive embedded serial production projects.
  • Design, develop/tune, and optimize deep learning models for ADAS computer vision features (e.g., pruning, quantization) and improve computational performance.
  • Plan and execute experiments to assess deep learning model effectiveness, compare architectures, and validate results through rigorous component/bench testing.
  • Strong knowledge of various camera models; lens distortion correction; homograph and projective transformations mathematical techniques
  • Analyze large datasets to extract insights, refine models, and improve overall performance and robustness.
  • Stay current with deep learning advances and incorporate innovative techniques and research findings into projects.
  • Collaborate with multidisciplinary (requirements, embedded, testing) teams to integrate models into existing systems and ensure seamless operation within the product ecosystem.
  • Document development processes, maintain detailed experiment logs, and present findings clearly to stakeholders.
  • Analyze defects and test results; perform root-cause analysis and implement algorithm improvements to achieve KPIs.
  • Independently deliver intermediate-to-advanced ADAS algorithm design, implementation, and testing.
  • Perform other duties in support of business objectives; maintain regular attendance; follow safe work procedures and PPE requirements; report hazards, injuries, and illnesses promptly; comply with Quality Operating System (QOS) and all safety regulations.

JOB REQUIREMENTS

Education/Experience

  • Master's degree in computer engineering, Software Engineering, Electrical Engineering, Computer Science, or equivalent.
  • Minimum of 3 years of experience in computer vision and image‑processing algorithm development using traditional methods and deep learning, with proven expertise in developing and implementing DNN models.
  • Excellent programming skills with C or C++; familiarity with Python with proficiency in deep learning frameworks (TensorFlow, PyTorch, Keras) is advantageous.
  • Strong grasp of machine learning concepts and neural network architectures (CNNs, RNNs, transformers).
  • Experience in image segmentation, object detection, and image data preparation/enhancement (e.g., normalization, augmentation, filtering, noise reduction, contrast adjustment, image restoration).
  • Experience in optimizing models for performance, including techniques such as quantization and distributed training.
  • Strong problem-solving abilities; capable of work

About the Company

M

Magna International, Inc

We are a leading global automotive supplier with 347 manufacturing facilities and 94 product development, engineering and sales centres in 27 countries. We have over 159,000 employees focused on delivering superior value to our customers through innovative processes and World Class Manufacturing.
COMPANY SIZE
10,000 employees or more
INDUSTRY
Automotive and Parts Mfg
FOUNDED
1957
WEBSITE
http://www.magna.com/

Similar Job Searches

Build Engineer Jobs in Auburn Hills, MIRelease Engineer Jobs in Auburn Hills, MISoftware Development Manager Jobs in Auburn Hills, MISoftware Engineer Jobs in Auburn Hills, MI