Sr. Machine Learning Engineer
General Motors3 days ago
Base Salary
$175k - $250k/yr
Responsibilities
- Deliver Camera ISP tuning optimized for autonomous-vehicle use cases.
- Collaborate with internal teams and external vendors on camera specifications, system definition, software development, image-quality tuning, and evaluation.
- Design and execute objective and subjective image-quality evaluations using lab charts and real-world scenes.
- Develop GM-specific test scripts and image-quality specification analysis tools.
- Optimize HDR sensor configurations and ISP settings for autonomous-driving scenarios.
- Perform ISP characterization, image-quality tuning, troubleshooting, and evaluation with sensor-validation and vehicle-fleet teams.
- Collaborate with machine learning engineers and hardware teams on autonomous-vehicle sensing strategy.
- Develop techniques and conduct studies to optimize ISP performance for machine perception.
Requirements
- Bachelor’s, master’s, or PhD in imaging science, electrical engineering, computer science, or a similar field.
- 4+ years of hands-on experience in camera ISP tuning and evaluation.
- Hands-on experience tuning AE, AWB, HDR processing, noise reduction, sharpness, tone mapping, and color-tuning ISP modules.
- Experience with different ISP architectures, camera development, image-sensor characterization, and image-sensor settings.
- Experience with at least one image-quality evaluation software, preferably Imatest.
- Proficiency in C, C++, or Python.
- Experience in image processing and data analysis.
- Preferred: automotive ISP tuning, firmware design, real-time systems, vendor management, manufacturing processes, sensor-level image-quality optimization, computer-vision or machine-learning camera optimization, and evaluation of sensor hardware and optical-design impacts.
Benefits
- Medical, dental, vision, Health Savings Account, Flexible Spending Accounts, retirement savings plan, sickness and accident benefits, life insurance, paid vacation, and paid holidays.
- Hybrid work arrangement requiring at least three days per week onsite, or another frequency set by the manager.
- Less than 25% travel required.
- May be eligible for relocation benefits.
- Bonus potential through an incentive pay program.
About General Motors
General Motors designs, manufactures, and sells cars, trucks, and electric vehicles for consumers and commercial fleets under brands including Chevrolet, GMC, Cadillac, and Buick. A public company on the NYSE headquartered in Detroit and founded in 1908, it operates globally and is developing EVs on its Ultium battery platform. Revenue comes from vehicle and parts sales, connected services such as OnStar, and financing through GM Financial.