Computer Vision Researcher (Intern/Junior/Junior+)

About the Company

Tevian is a Russian developer of computer vision and video analytics systems. The company has a broad research profile, including face recognition, document recognition, human silhouettes, vehicles, and retail shelf products. Tevian's solutions are licensed by many well-known companies in video surveillance, access control systems, and robotics, both in Russia and internationally.

About the Role

We are expanding the research team for the Silhouettes direction, which is characterized by deep immersion in research. You will have the opportunity to grow among top Computer Vision experts who regularly rank at the top of the US National Institute of Standards and Technology's authoritative rankings. In addition to interesting tasks and technologies, you can expect regular internal seminars where we discuss various papers and the latest experiments from our teams. We also provide excellent material for scientific work.

Responsibilities

• Development of computer vision models
• Application of neural network and classical computer vision algorithms
• Conducting desk and practical research to improve current computer vision algorithms
• Writing documentation
• Supervising data collection and labeling

Requirements

• Experience with commercial tasks
• Strong knowledge of the fundamentals of Computer Vision (CV), Deep Learning (DL), and classical Machine Learning (ML)
• Proficiency in Python and key ML/DL libraries
• Strong knowledge of Linux, Git, and experience working with remote servers
• Experience writing code for distributed training
• Familiarity with major neural network architectures in CV

Nice to Have

• Knowledge and ability to apply self-supervised, semi-supervised, and unsupervised learning methods
• Publications from conferences and/or journals
• Experience with multi-modal methods
• Participation in machine learning competitions
• Diploma from Yandex School of Data Analysis (ШАД)
• Experience with ONNX, TensorRT, TVM
• Knowledge of C++

Benefits

• Flexible 5/2 schedule with floating start times
• Work format: remote/hybrid/office of your choice
• Great office in the "Sadovye Kvartaly" complex, within walking distance from Frunzenskaya or Sportivnaya metro stations
• Employment in an accredited IT company
• Voluntary health insurance (VHI) including dental coverage
• Meal allowance (Yandex.Eda) and various snacks in the office
• Regular internal CV seminars discussing papers and latest team experiments
• Computational resources and a labeling department ensuring uninterrupted work
• Open culture with no bureaucracy