Samsung Research and Development Institute Ukraine (SRK) is one of the units of R&D infrastructure of Samsung Electronics.
23 декабря 2021

Senior Computer Vision Engineer — HCI (вакансия неактивна)

Киев

Samsung Research and Development Institute Ukraine (SRK) is looking for Senior R&D engineer who wants to apply theoretical knowledge and practical skills to solve challenging Computer Vision problems in rapidly evolving Augmented Reality domain. As a part of the team, you will have an opportunity to apply your expertise and bring to the next level Human-Computer Interaction Technologies (including hands/body/eyes detection/tracking, pose estimation, static/dynamic postures/gestures recognition, etc.). Developed solutions are targeted on Samsung Mobile products reaching millions of users worldwide.

Key Responsibilities:

  • R&D activities in CV based Human-Computer Interaction for AR — hands/body/eyes detection/tracking, pose estimation, static/dynamic postures/gestures recognition, etc.
  • Analyze state-of-the-art algorithms in order to define differentiation points
  • Prototype and implement image processing and computer vision algorithms
  • Design AI solutions and train required ML/DL models
  • Optimize algorithms & ML/DL models / their inference
  • Participate in design process of system architecture
  • Integrate components to seamless solution
  • Early identification of technical obstacles and close work with teammates to find creative solutions
  • Collaboration with other R&D engineers worldwide to improve product quality with the latest industry trends in relevant technologies
  • Maintain and support existing solutions and services
  • Develop demo applications for various platforms
  • Opportunity to participate in publication and patent activities

Requirements:

  • 3+ years of experience in conventional and ML/DL based image processing and computer vision
  • Strong theoretical and practical applied knowledge of computer vision algorithms (OpenCV)
  • Proficiency in C++, math, algorithms and data structures
  • Experience with object-oriented design and development
  • Solid Python programming skills (numpy, pandas, matplotlib)
  • Extensive experience with one or more deep learning frameworks: TensorFlow, PyTorch, Keras
  • Understanding research methodologies and lifecycle

Would be a plus:

  • Pet projects portfolio that includes AR related technologies — camera calibration, visual inertial odometry, SLAM, object detection/recognition/tracking, semantic segmentation, optical flow/depth estimation, 3D reconstruction and modeling, hands/body understanding & eyes tracking for interaction purposes, etc.
  • Neural Networks optimization and acceleration experience using QC SNPE
  • Experience in embedded systems development (Android/Linux)
  • Experience with CPU/GPU profiling tools
  • Unity and/or other game engines development skills
  • Cross-cultural experience and working English to feel confident in the international team

We offer:

  • Competitive salary, its annual review and different bonuses
  • Fully official employment 100% complying Ukrainian labor code
  • 28 days of paid annual vacation
  • Paid days off on Ukrainian official holidays
  • Paid maternity / paternity, sick leaves
  • International business trips
  • Opportunity to become an inventor of international patents with paid bonuses
  • Financial support for publishing research results and attending top tech conferences
  • Medical & life insurance for employees and their children
  • Convenient office location (Business Center ‘101 Tower’)
  • Lunches’ compensation included to the salary
  • Discounts for Samsung’s products and partners’ services
  • English courses
  • Educational and self-developmental opportunities in software creation, applied domains, soft skills & leadership