Image Quality Test Engineer
Company: Pony.ai
Location: Fremont
Posted on: February 22, 2021
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Job Description:
Pony.ai is a startup co-located in Silicon Valley and China, our
mission is to revolutionize the future of transportation by
building the safest and most reliable technology for autonomous
vehicles. Armed with the latest breakthroughs in artificial
intelligence, we aim to deliver our technology at a global scale.
We believe our work has the potential to transform lives and
industries for the better.As an IQ test you will work on developing
cutting edge vision technologies for autonomous vehicles. You will
work in a camera lab tuning ISP, evaluating image quality and
testing the actual solution in the field on our self driving car.
You will work closely with machine learning and hardware,
mechanical engineers across our multiple locations.What We Are
Looking For* Passion about cameras and self driving cars* Degree in
Computer Science or Engineering* Deep understanding of image
quality metrics and evaluation* Knowledge of camera systems
(sensor, lens, ISP)* Understanding ISP pipeline (demosaicing,
tone-mapping, color processing)* Hand-on experience in ISP tuning *
Familiarity with firmware algorithms (auto-exposure,
white-balance)* Good C/Python programming skills on image
processing and data analysis* Basic understanding of machine
learning and computer vision* Experience with imaging hardware
debugging tools What You'll Do* Work with the compute, sensors, and
perception * Define the requirements for camera and imaging
solutions* Perform image quality evaluation* Collect image data in
the lab and in the field* Develop tools for imaging, automated
tuning and testing * Work with external vendors to solve IQ related
issues* Tune ISP/sensor for specific requirements* Support
perception team maximizing vision KPIs* Support hardware team with
testing and defining new products* Generating IQ reports *
Participate in design reviewsAbout Pony.aiPony.ai, Inc. ("Pony.ai")
is pursuing an ambitious vision for autonomous mobility. We aim to
bring safe, sustainable, and accessible mobility to the entire
world. We believe that autonomous technology can make our roads
exponentially safer for travelers. Founded in late 2016, Pony.ai
has been a pioneer in autonomous mobility technologies and services
across the U.S. and China, spearheading public-facing Robotaxi
pilots in both markets. The company is currently valued at $5.3B
and some of its major investors include Toyota, OTPP, Sequoia
Capital China, and IDG Capital.
Keywords: Pony.ai, Fremont , Image Quality Test Engineer, Engineering , Fremont, California
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