Research Engineer Computer Vision & Machine Learning

仕事内容

From vision systems design over machine learning to deep learning,you make vision systems smarter using innovative computer vision techniques.

For a variety of real industry cases, we want to increase the intelligence and the efficiency of camera/product/production systems, for instance: working with autonomous vehicles and self-guided robot applications, product quality inspection, sensor fusion…

Function

You will:

• Work together in a research team with experts in control, sensing and mechanical design;
• Take the lead in adding vision capabilities to multidisciplinary mechatronic systems;

With your background in computer vision and image processing algorithms, you will:

• Study, design and implement computer vision algorithms (Python, C++, Matlab);
• Engineer feature extraction methods and decision systems, both rule- and machine learning based;
• Train and deploy classifiers and strengthen the system with deep learning algorithms;
• Use leading computer vision libraries (OpenCV, dlib, ImageJ/Fiji, Halcon);
• Choose the right optics, lenses, illumination, imaging sensors and computing platforms for the challenge;
• Perform camera calibration and implement stereo/3D imaging architectures;
• Prepare functional prototypes and demonstrators.

Experienced engineers can also coach young researchers and lead projects. (Technical Project Manager job description on jobs.flandersmake.be.)

Profile

You have:

• A Master or PhD in computer vision or another relevant domain (Electronic/Mechanical Engineering, Computer Science/Information Technology, Robotics, Mathematics or Physics…);
• Preferably 5 years of experience in research or industry;
• Experience in designing computer vision algorithms;
• Familiarity with leading computer vision libraries (OpenCV, dlib, ImageJ/Fiji);
• A thorough understanding of machine learning methods and associated software libraries (scikit-learn, pandas, numpy, scipy, weka, Keras, Tensorflow);
• A keen interestin designing and implementing computer vision set-ups(cameras, imaging sensors and technologies, system-on-chip and other computing platforms).

You are:

• Open-source software minded, have a good familiarity with Linux systems;
• Passionate about research and new technologies;
• Result-oriented, responsible, self-directing;
• Open-minded;
• Pro-active and taking initiative;
• Eager to learn.

Working with experts

• Flanders Make offers you the opportunity to develop yourself in a network of top industry players, universities and research institutes;
• An energetic, flexible and challenging working environment;
• A warm and open-minded atmosphere;
• Top colleagues that are expert in their domains opening doors for fruitful collaborations and learning;
• An attractive salary with fringe benefits.

Depending on your place of residence or preference, you can work on one of our sites (flexible workplace policy).