We are looking for an ML Engineer focused on building fast, reliable inference systems and integrating machine learning into real-time graphics pipelines.
The project is positioned at the intersection of deep learning and computer graphics. The main focus is on Convolutional Neural Networks and high-performance inference integrated into rendering workflows. The work is closely connected with GPU technologies and real-time rendering systems.
You will collaborate with experienced engineers on advanced solutions for real-time image processing, rendering enhancement, and ML-driven graphics pipelines.
Design and build fast, reliable ML inference systems for real-time applications
Develop, train, and optimize Convolutional Neural Network (CNN) models
Integrate ML models into real-time graphics and rendering pipelines
Implement custom training loops and optimize training workflows
Apply distributed training and mixed precision techniques
Optimize model performance for GPU execution
Collaborate with graphics and low-level engineers on ML integration
MUST
Strong deep learning background with solid expertise in Convolutional Neural Networks (CNNs)
• Advanced proficiency in Python and PyTorch • Experience building and optimizing inference pipelines • Ability to implement custom training loops • Experience with distributed training and mixed precision • Solid understanding of computer graphics fundamentals: • Rendering pipeline • Shaders • Sampling • Anti-aliasing • Tone mapping • Perceptual quality metrics NICE TO HAVEExperience with Vulkan or DirectX
Shader programming experience (HLSL / GLSL)
Experience integrating ML models into graphics pipelines
Rendering engine or game engine knowledge
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!