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Image Quality Test Engineer

Company: Pony.ai
Location: Fremont
Posted on: February 22, 2021

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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