Mandatory Skills Description:

Strong background in machine learning and deep learning

Strong proficiency in Python and PyTorch

Hands-on experience with neural networks, especially MLPs

Experience with image compression, learned image representation, or related computer vision tasks

Understanding of implicit neural representations or implicit neural functions

Familiarity with advanced positional encoding

Ability to design, train, and optimize neural network models

Nice-to-Have Skills Description:

Experience with neural materials

Background in computer graphics or rendering

Experience with visual quality evaluation or compression optimization

Experience with research-oriented ML development

Languages:

English: B2 Upper Intermediate