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.

Line of Business:

Automotive

Position:

Deep Learning engineer, Saint Petersburg

Project Description

Automatic data annotation and data simulation play key roles in the next level of driving autonomy.
We are working on internal solution, which is going to became a part of a bigger platform for Autonomous Driving level 4/5 functions development.
The solution is related to automated ground truth generation on recorded data (video, lidar, radar). We use both deep learning and classic computer vision approaches for object detection, recognition and tracking.

Responsibilities

- Develop object, scene detection and recognition algorithms for automotive data (video, point-cloud)
- Grow deep learning expertise and implements best practices
- Contribute into development road map
- Consulting with clients and partners

Skills

Must

• Excellent knowledge and experience in Deep Learning technologies
• Experience in building neural network architectures from scratch / from scientific article
• Experience with open-source implementations
• Good knowledge of python and code optimization
• Good knowledge In computer vision algorithms
• Knowledge of modern DL frameworks (tf, pytorch, caffe2, etc)
• Ready to work in a team and share knowledge
• English: intermediate or higher (higher is better)

Nice to have

• Work with point cloud (lidar) data will be a plus
• Experience with cloud (AWS, Azure, Google) will be a plus

Languages

  • Russian: Native
  • English: Intermediate

Relocation package

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

WHERE

Saint Petersburg

Work Type

AI/ML

Ref number
VR-42193
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