Samsung Research and Development Institute Ukraine (SR Ukraine) is one of the units of R&D infrastructure of Samsung Electronics.
4 жовтня 2022

Sr. Computer Vision Engineer — Scene Understanding (вакансія неактивна)

Київ, віддалено

Samsung Research and Development Institute Ukraine 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 Scene Understanding Technologies (including object detection/recognition/tracking, semantic segmentation, optical flow/depth estimation, 3D reconstruction and modeling, etc.). Developed solutions are targeted on Samsung Mobile products reaching millions of users worldwide.

Key Responsibilities:
• R&D activities in CV based Scene Understanding for AR — object detection/recognition/tracking, semantic segmentation, optical flow/depth estimation, 3D reconstruction and modeling, 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
• Official employment (gig contract)
• 28 days of paid annual vacation
• Paid days off on Ukrainian official holidays
• Paid maternity / paternity, sick leaves
• 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
• English courses
• Educational and self-developmental opportunities in software creation, applied domains, soft skills & leadership