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Innovation computer vision engineer

Genk
Aperam
Publiée le 25 février
Description de l'offre

Description


Your Role

As a Computer Vision Engineer, you will play a key role in designing, developing, and deploying cutting-edge vision-based solutions for our steel manufacturing processes. You will work on a mix of research, prototyping, and production-ready implementations, ensuring our vision systems improve process efficiency, quality control, and workplace safety.

Responsibilities


Your daily responsibilities will include:

Hardware & System Design

* Contribute to the discovery phase of new initiatives by defining camera and optical system requirements.
* Select the appropriate compute platform for each application, whether it's a GPU server, edge AI device, embedded system, or cloud infrastructure.

Algorithm Development & Optimization

* Design, develop, and implement state-of-the-art computer vision algorithms using open-source frameworks.
* Maintain, fine-tune, and extend existing computer vision systems.
* Optimize high-speed vision pipelines for real-time processing and identify performance bottlenecks.
* Develop algorithms for Vision-Guided Robotics (VGR), enabling real-time interaction between visual perception and robotic control systems
* Perform hand-eye calibration and coordinate transformations to ensure precise alignment between the camera system and the robot's coordinate frame.

Innovation & Research

* Benchmark and evaluate third-party algorithms (both commercial and academic) to assess their applicability.
* Stay up to date with emerging technologies in deep learning, 3D vision, and industrial automation.
* Implement novel techniques from the ground up and advocate for their adoption across our global sites.

Deployment & Industrialization

* Work with automation engineers and IT teams to deploy and maintain scalable solutions.
* Ensure vision systems integrate smoothly with existing manufacturing infrastructure.
Qualifications


What We Expect From You

Education & Background

* Master's degree in Computer Science, Computer Engineering, Robotics, Physics, or a related field.
* Experience creating innovative computer vision solutions

Technical Skills

* Strong background in image processing and computer vision (2D/3D classification, detection, segmentation, etc.).
* Hands-on experience with machine learning and deep learning, with expertise in frameworks such as TensorFlow or PyTorch.
* Proficiency in OpenCV and/or Open3D.
* Knowledge of real-time processing and model deployment optimization techniques.
* Strong programming skills in Python, with experience in C++/C#/R being a plus.
* Comfortable working in a Linux environment (CLI, scripting, system setup).
* Familiarity with 3D vision processing (point clouds, depth maps) applied to robotic path planning or object manipulation.
* Knowledge of deployment on Linux servers, cloud platforms, or embedded systems is a plus

Soft Skills & Work Approach

* Result-driven: you focus on fast prototyping and delivering value quickly.
* Strong problem-solving skills and a passion for innovation.
* Fluent in English (knowledge of Dutch/French is a plus for working with local teams).

Why Join Us?

* Work on cutting-edge industrial AI in an innovative steel manufacturing environment.
* Be part of a high-impact team where your work directly improves production efficiency and quality.

Enjoy opportunities for career growth, training, and working on global projects.

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