Applied Computer Vision Engineer
1 month ago
Job Description
A key member of our team will be responsible for developing video perception algorithms for unsolved problems in the technology area of perception for autonomous drive. This role requires the ability to explain why something works or not using data, and to find innovative solutions to complex problems.
The ideal candidate will have a strong technical background, with at least a Bachelor's or Master's degree in Computer Science or Electrical Sciences, and 4 years of industry experience in designing and implementing perception algorithms.
Key qualifications include:
- Strong technical background in computer science or electrical sciences
- At least 4 years of industry experience in designing and implementing perception algorithms
- Experience in C++ and strong problem-solving skills
- Passion for solving real-world robotics problems
- Ability to work in a team and deliver exceptional results
- Agile mindset and ability to build and iterate quickly
- Hands-on experience with production machine learning pipelines
- Excellent communication skills and ability to explain technical solutions clearly
Responsibilities
Develop video perception algorithms for unsolved problems in the technology area of perception for autonomous drive
Explain why something works or not using data
Find innovative solutions to complex problems
Work in a team to deliver exceptional results
Build and iterate quickly using an agile mindset
Work with production machine learning pipelines
Communicate technical solutions clearly
Requirements
Strong knowledge in deep learning (at least 3 years)
Hands-on experience in full-stack vision/image-related projects in production (at least 3 years)
Experience in Python
Experience with tools such as Git, GPU, and Linux
Good to Have
Coding skills in multi-processing and multi-threading
Understanding of C++ for development and deployment
Sound knowledge of custom accelerator deployment
Good understanding of Visual Studio Code
CUDA, RAPIDS, OpenMP, and Distributed Systems and HPC application design
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