Bright minds,
sharp solutions

Luxoft is a global IT service provider of innovative technology solutions that delivers measurable business outcomes to multinational companies. Its offerings encompass strategic consulting, custom software development services, and digital solution engineering. Luxoft enables companies to compete by leveraging its multi-industry expertise in the financial services, automotive, communications, and healthcare & life sciences sectors. For more information, please visit the website.

Position:

Regular/Senior developer with expertise in ML (machine learning) and 3D graphics, Saint Petersburg

Project Description

The team is working with huge international customer on 3D rendering libraries and 3D tools development.
The goal is to develop of new sophisticated algorithms using deep learning techniques to improve quality of physically-based and real-time rendering and build and integrate them to existing and new software products.

Responsibilities

Research and develop cutting-edge ML algorithms
Build infrastructure for automatic data processing and models training and deployment
Integrate developed ML models to existing and new software products

Skills

Must

MS or PhD + 3+ years of experience in Computer Science or related technical field
Algorithms and data structures
Strong mathematical skills + ability to read a lot of articles in machine learning, image processing and computer graphics areas
Experience in SW engineering process: version control (Git), bug tracking, code review
English to work in international team
Experience in C++ and C (2+ years)
Experience in Python
Basic knowledge about neural networks architectures
Basic knowledge about one of the modern ML frameworks (TensorFlow is preferable)

Nice to have

Experience in image processing and/or computer graphics areas
Experience in distributed systems develpoment
Experience in BigData technologies (ETL pipeline, machine learning etc)
Experience in DirectX and/or Vulkan graphics APIs
Experience in scripting languages (bash, PowerShell)

Languages

  • English: Upper-intermediate

Relocation package

If needed, we can help you with relocation process. Click here for more details:

WHERE

Saint Petersburg

Work Type

C/C++

Ref number
VR-37356
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