ML Engineer (Neural Image Compression / Implicit Neural Representations / MLP)
Luxoft DXC•Wroclaw
💰 Wynagrodzenie
Widełki nieujawnione
📋 Informacje
🛠 Wymagane technologie
📝 Opis główny / Wstęp
We are looking for an ML Engineer focused on neural image compression and implicit neural representations.
The project is positioned at the intersection of deep learning and computer graphics. The main focus is on neural networks for image compression, implicit neural functions, neural materials, multi-layer perceptrons, and advanced positional encoding.
You will collaborate with experienced engineers on advanced solutions for compact visual representation, reconstruction quality, and neural material modeling.
Design and develop neural network solutions for image compression
Build and optimize models based on multi-layer perceptrons and implicit neural functions
Develop and improve neural representations for visual data and materials
Implement, train, and optimize custom ML models
Evaluate model quality, reconstruction fidelity, and efficiency
Collaborate with engineering teams on integration into production workflows