We are currently looking for a Senior Vision Engineer to join our Prismatic Process Development team based at our VIC (Verkor Innovation Center) at Grenoble.As such, your role is to prepare prerequisites and provide proper integrated solutions for vision-related projects. This role will work as a team with mechanical and control engineers to research, develop, evaluate, optimize, and deploy various computer vision and deep learning models for different problems.As a Senior Vision Engineer, your role is to think critically and identify potential risks from the engineer's point of view. And the candidate is supposed to tackle practical problems in manufacturing, with a comprehensive understanding of computer vision systems for hardware, software and interaction with machines, etc.
Responsibilities:
Working with team members, to select or design computer vision systems from hardware to software for production line, based on unstructured data like images, etc.
Define requirements and specifications of vision system for appointed scenario
Take ownership to propose, and develop feasible and viable solutions for processes and meet customized requirements
Evaluate feasibility and performance of solution provided by suppliers
Validate, optimize, and deploy computer vision models as integrated system
Report progress and results of vision technology studies to other Verkor departments
Requirements:
Bachelor’s degree in Software Engineering, Information Technology, Mathematics, Artificial Intelligence or a similar discipline. M.S. is preferred.
At least 7 years of working experience on computer vision-related projects. Industrialization experience is mandatory. Having battery manufacturing project experience is preferred.
Sufficient experience with vision Engineering design, including AOI, triggering, orientation, etc.
Deep understanding of computer vision and deep learning algorithms
Proficient with at least one machine learning framework such as Tensorflow, Keras or PyTorch
Experience in training models through GPU computing using NVIDIA CUDA or on cloud
Ability to transform research articles into a working solution for real-world problems
Strong experience in feature engineering with image processing algorithms
Proficient in Python, experience with C++ is a bonus
Must have good object-oriented programming & logical analysis skills
Ability to design and verify optical systems
Ability to design data and status tracking systems
Ability to review systems for compliance with ISO and ISA standards
Ability to analyze and optimize HMI design for user convenience
