Sr. Machine Learning Engineer
Role 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.
Full Job Posting
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.
Qualifications
- Experience with different ISP architectures and camera development
- Experience with at least one image quality evaluation software, preferably Imatest
- Experience with automotive ISP tuning is a big plus
- Experience with vendor management and manufacturing processes
- Experience with optimizing camera ISP for computer vision algorithms or Machine Learning.
Responsibilities
- Responsible for delivering Camera Image Signal Processing (ISP) tuning optimized for autonomous vehicle use-cases
- Work closely with cross-functional teams and external vendors on specifications, system definition, software development, and image quality tuning and evaluation
- Design and execute comprehensive objective and subjective image quality evaluations using lab charts and real-world scenes, selecting appropriate metrics and analyses for each, leveraging tools such as Imatest and other chart/scene-based analysis methods, and developing GM-specific test scripts and IQ specification analysis tools.
- Solid understanding of image sensors to optimize HDR sensor configurations and ISP settings for autonomous driving scenarios, aligning objectives and success metrics across EAI, system, and sensor teams.
- Work with sensor validation and vehicle fleet teams to perform ISP characterization, image quality tuning and evaluation, and troubleshoot image quality related issues
- Collaborate with machine learning engineers and hardware teams to architect sensing strategy for autonomous vehicles at scale
- Innovate new techniques and conduct studies in optimizing ISP and performance for machine perception
- BS, MS/ PhD in imaging science, EE, CS, or similar field with 4+ years of hands-on experience in camera ISP tuning and evaluation
- Must have hands-on experience tuning various ISP modules – AE, AWB, HDR processing, noise reduction and sharpness, tone mapping, and color tuning
- Experience with different ISP architectures and camera development
- Experience characterizing image sensors and tuning image sensor settings
- Experience with at least one image quality evaluation software, preferably Imatest
- Proficiency in programming languages like C/C++ or Python
- Experience in image processing and data analysis
- Experience with automotive ISP tuning is a big plus
- Exposure to firmware design and/or real-time systems
- Experience with vendor management and manufacturing processes
- Hands-on experience optimizing image sensor–level IQ settings and operating modes to balance noise, dynamic range, motion blur, and artifacts for ADAS/autonomous use cases.
- Experience with optimizing camera ISP for computer vision algorithms or Machine Learning.
- Experience evaluating how sensor hardware and optical design impact image quality and ISP tuning trade-offs.
About General Motors
Designing, building, and selling the world's best vehicles.
Visit company websiteJobs and hiring trendsApply for this job in 1 click
Skip the repetitive application forms
Install the Base Career Chrome Extension and autofill job applications across major job boards with your profile.
Trusted by over 500,000 job seekers on Base Career
More from this employer
More jobs at General Motors
Sr Embedded Software Engineer - Propulsion Thermal Manager
, USA
HR Technology Project Manager
, USA
CAE Body Structure Engineer
, USA
Controls Engineer
Kokomo, USA
Davison Road - HR/LR Professional
, USA
Sr Embedded Software Engineer - Propulsion Thermal Manager
, USA
Manufacturing Engineer - Assembly Group
, USA
Shift Leader- Production- 2nd shift
, USA
Production Area Manager
, USA