Senior Camera ISP Engineer - Autonomy & ML Impact

General Motors

San Francisco, Northern (CA, KY)

Hybrid

USD 175,000 - 250,000

Full time

3 days ago
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Benefits offered by this job

Health insurance
Retirement savings plan
Paid vacation & holidays
Relocation benefits

Job summary

General Motors in San Francisco is seeking a Sr. Camera ISP Engineer to lead ISP tuning for autonomous vehicle imaging. You will work with cross-functional teams and external vendors to define specs, develop software, and evaluate image quality for real-world scenarios.

You will characterize sensors, tune HDR and ISP settings, and collaborate with ML engineers to scale sensing strategies across fleets. Hybrid role with travel as needed.

Qualifications

  • BS/MS/PhD in imaging science, EE, CS, or similar field with 4+ years hands-on ISP tuning.
  • Hands-on experience tuning ISP modules – AE, AWB, HDR, noise reduction and sharpness.
  • Experience with various ISP architectures and camera development.
  • Characterizing image sensors and tuning sensor settings.
  • Experience with image quality evaluation software (Imatest) and programming in C/C++ or Python.

Responsibilities

  • Deliver Camera Image Signal Processing (ISP) tuning optimized for autonomous vehicle use-cases.
  • Collaborate with cross-functional teams and external vendors on specs, system definition, software development, and IQ evaluation.
  • Design and execute objective/subjective image quality evaluations using lab charts and real-world scenes.
  • Work with sensor validation and vehicle fleet teams to characterize ISP and troubleshoot quality issues.
  • Partner with ML engineers and hardware teams to architect sensing strategy at scale.

Skills

Camera ISP tuning
Imatest
Python
C/C++
Image processing

Education

BS, MS/ PhD in imaging science, EE, CS, or similar field

Tools

Imatest

Job description

General Motors in San Francisco is seeking a Sr. Camera ISP Engineer to lead ISP tuning for autonomous vehicle imaging. You will work with cross-functional teams and external vendors to define specs, develop software, and evaluate image quality for real-world scenarios.

You will characterize sensors, tune HDR and ISP settings, and collaborate with ML engineers to scale sensing strategies across fleets. Hybrid role with travel as needed.

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