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
MUST
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 HAVEExperience with neural materials
Background in computer graphics or rendering
Experience with visual quality evaluation or compression optimization
Experience with research-oriented ML development
Luxoft DXC
2000
Luxoft, a DXC Technology Company is a global digital strategy and software engineering firm with over 17,000 international employees within its 58 offices in 29 countries. It is headquartered in Zug, Switzerland.
In January 2019, Luxoft was acquired by U.S. company DXC Technology. Luxoft partnered with LG Electronics to create a next-generation Autonomous Mobility concept vehicle that integrates consumers' personalized digital lifestyles into a driving experience. Luxoft enabled Switzerland's first Blockchain based e-vote platform with the City of Zug and Hochschule Luzern's Blockchain Lab.
Luxoft, a DXC Technology Company is a world-renowned company. It has been present on the Polish market for over 13 years. We have offices in Krakow, Warsaw, Wroclaw, and Gdansk. We employ over 2,000 professional experts carrying out projects for over 100 clients from the financial, automotive, medical, tourist industries, etc. We work for many international clients, including the USA, Great Britain, and Switzerland.
So far, Luxoft Poland has made a name for itself as a company that offers work on innovative projects, we offer various experiences in the field of IT, opportunities for rapid development, an extensive training program, and attractive benefits for employees.
At present, 62% of Luxoft Poland employees come from Poland, and 38% from around 50 countries, including Ukraine, Brazil, India, Turkey, Spain, Portugal, Italy, Romania, USA, etc.
At Luxoft, a DXC Technology Company almost 80 percent of employees are experts with the "Senior" experience level, with at least five years of experience. We care about our employees, so every day we try to provide them with the best possible conditions for work and development.
Technology is our passion! We focus on top engineering talent means that you will be working with the best industry professionals from around the world. Because of that, Luxoft is a global family with an epic atmosphere – we love what we do!