Beschreibung
Für meinen Kunden in München bin ich derzeit auf der Suche nach einem externen Computer Vision Expert for VD PAD.Ihr Aufgaben:
Assist in the development, implementation and testing of a new product related to a kiosk for border control.
* Integrating a new component (software and hardware) in an existing kiosk
* Interface definition, development and software architecture
* Collaborating with the product manager and actively support the concept, research, and planning and implementation of the project
* Test and assess the product
* Possibility to work on the development of new products in the field of computer vision
Ihr Profil:
The software developer should have the following minimum requirements:
Computer vision and Image processing expert:
* Familiar with common computer vision libraries (e.g. OpenCV, DLib)
* Familiar with common image processing task (e.g. image segmentation, histogram analysis, pattern matching, color transformation)
* Experience with working on image and video data
* Experience with working with and implementing industrial sensors
* Experience with C++ (very good knowledge) and C# (good knowledge)
* Experience with loading and storing data structures
* Experience with multithreading applications
* Optional: Experience with Visual Studio
* gRPC,
* Protobuf
* Experience with the Qt Framework
* Good knowledge of English (spoken and written)
Additionally, knowledge of the following is desirable:
ML engineer:
* Have a broad understanding of AI (in particular the field of machine learning) approaches and their differences
* Experience with common ML frameworks (e.g. pytorch, keras, darknet, yolo, tensorflow)
* Capable of integrating/transforming a prototype model (e.g. in python) into a standalone application (e.g. in C++)
* Optional: Experience with Python machine learning frameworks
* Experience with support vector machines, neural networks or similar machine learning approaches
* Have experience with state-of-the-art AI approaches for computer vision problems (e.g. yolo, resnet)
* Optional: Experience with the darknet framework and its C++ implementation
Low level camera/sensor driver integration
Optional: Creating/setting up and maintaining a Hardware Rig for training complex neural net models (on Software side).
Rahmendaten:
Start: 01.09.2021
Vertragsdauer: 12 Monate
Auslastung: Vollzeit, vor Ort teilweise erwünscht
Ich freue mich auf Ihre Rückmeldung mit aktuellem CV und Stundensatzvorstellung!