We are utilizing a city's existing fleet and a growing number of mobile devices connected to our network, we collect real-time data that supports the enforcement of traffic laws. We are implementing the first technology provider to create a vision-based solution capable of detecting, understanding, and determine causation of traffic violations, to help cities achieve their Vision Zero safety goals.

  • Develop computer vision algorithms for object detection, tracking, semantic segmentation and classification
  • Build and train deep learning models to enable complex urban scene perception and real time analysis
  • Participate in end-to-end development: from problem statement, data aggregation, annotation, through models design, experiments and training, to deployment of optimized model on embedded platforms and iterative improvement automation
  • Automation of improvement cycles of DL models

MUST
  • BS, MS or PhD in Robotics, Machine Learning, Computer Science, Electrical Engineering or a related field
  • 5+ years expertise in deploying real world applied computer vision (including deep learning models) on edge devices
  • Strong Python programming and software design skills, knowledge of C++
  • Familiarity with standard tools and libraries, e.g. Pytorch, OpenCV, Tensorflow, MLflow
  • Proven track record - significant industry experience and/or publications at venues such as ICRA, RSS, IROS, or CVPR
  • Experience in automated data annotation
NICE TO HAVE
  • Multi-task models training
  • Semi-supervised DL models training on video data
  • Experience in design of multi-modal DL models with temporal context and geometrical constraints
  • Understanding of optimization of DL models and deployment on embedded platforms such as the Nvidia Jetson
  • Experience in CUDA programming, low-level edge model optimization using e.g. TensorRT and similar tools
  • Experience in designing automated machine learning pipelines

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!