Senior Vision Engineer - Prismatic M - F H/F VERKOR

Détail du poste

About this role :

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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
- Statistical analysis and graphing skills
- Ability to design coordinate system algorithms
- Ability to perform gauge R&R and MSA evaluations