Computer Vision/Machine Learning Engineer

Protomate Co., Ltd.
Salary negotiable
Posted on 19 Jan 2021

Computer Vision/Machine Learning Engineer

Protomate Co., Ltd.

Job Highlights

  • Computer Vision
  • Python and C/C++ languages
  • Software and Hardware (End to End)

Job Description

Computer Vision/Machine Learning Engineer

Responsibilities

  • Translate product feature requirement to Al-based software solution.
  • Design end-to-end workflow from Machine learning model architecture design, data acquisition methodology, training, and trained model deployment on actual hardware.
  • Provide assessment on algorithm performance as well as target hardware specification and relevant required resources. Target application relates to object detection using image/video information.
  • Work closely with hardware team in order to integrate hardware-software solution.
  • Domestic and international travel support if needed during the product development cycle.

Key Qualifications
  • 0-3+ years of industrial experience in computer vision, machine learning, deep learning, reinforcement learning, and algorithm design.
  • Strong programming skills with Python and C/C++.
  • Understand model implementation at the hardware level, i.e. edge computing unit, GPU, cloud network.
  • Strong background in computer vision theory, optics and image signal processing.
  • Teamwork mindset.
  • Excellent English communication and well-organized documentation.
  • Preferred Qualification
  • Intensive experience in the applications of facial recognition, object detection, lane line detection, traffic sign classification, and scene understanding. Intensive hands-on experience of machine learning model deployment at a hardware level. Experience in motion sensor implementation, i.e. gyroscope, accelerometer, magnetometer. Experience in Video stabilization algorithm design and implementation, as well as Image signal processing pipeline — auto exposure, HDR, noise reduction, and multiple image fusions, depth map generation, and 3D localization/mapping.

Educational Background and Industrial Experiences
  • B.S./B.Eng./M.S./Ph.D. in computer science, computer engineering or electrical engineering with 0-3 years of industrial experiences.

Additional Information

Career Level
Middle
Qualification
Degree
Years of Experience
2 years
Job Type
Full Time

Company Overview

Hardware startup focusing on the integration of product design, custom hardware design, and state-of-the-art machine learning solution. Our team has solid industrial experiences with professinal mindset, collaborative teamwork environment, and accpets challenges to create great consumer electronics products. 

Additional Company Information