Samsung R&D Institute Ukraine (SRUKR) is looking for ML / CV engineer who wants to apply theoretical knowledge and practical skills to participate in solving Human Understanding challenges in rapidly evolving Vision AI domain. The position will involve different aspects of R&D including — research, analysis, prototyping, development and commercialization support of the innovative technologies. Resulting solutions are targeted on Samsung products and services reaching millions of users worldwide.
Required skills / expertise: * Bachelor’s (or higher) degree in computer science, math, statistics, or related field * 3+ years of experience in conventional and ML/DL based image processing and computer vision * Practical experience in custom NN-architecture development, training and evaluation * Strong theoretical knowledge and practical skills in computer vision algorithms (OpenCV) * Solid Python programming skills (numpy, pandas, matplotlib) * Knowledge in linear algebra, probability, optimization, and 3D geometry * Proficiency in math, algorithms and data structures * Experience with object-oriented design and development * Basic C++ knowledge * Understanding research methodologies and S/W development lifecycle
Would be a plus: * Experience in 3D face reconstruction and face attributes detection * Experience with ComfyUI and data generation activities * Participation in CV/ML/DL-intensive research (papers, competitions, patents, etc...) * Pet projects portfolio that includes — object detection/recognition/tracking, key-points detection and tracking, semantic/instance segmentation, etc. * Experience with vision transformer, vision encoder-decoder architectures * Experience with model optimizations for on-device inference (ONNX-runtime, TFLite, SNPE) * Experience with CPU/GPU profiling tools * Cross-cultural experience and working English to feel confident in the international team
Key Responsibilities: * R&D activities in CV based Human Understanding domain (person/face attributes detection, recognition and tracking, 3D face reconstruction). * Design NN-based solutions and train required ML/DL models * Optimize algorithms & ML/DL models / their inference and size * Transfer models and solutions to the edge devices using appropriate frameworks (ONNX, TFLite, SNPE, etc) * Participate in design process of system architecture * Collaborate 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
Working Conditions: * GIG contract * remote work is possible as well as work in Kyiv office
Benefits: * competitive salary, annual salary review, annual bonuses * paid 28 work days of annual vacations and sick leaves * opportunity to become an inventor of international patents with paid bonuses * medical & life insurance for employees and their childrens * paid lunches * discounts to Samsung products, services * regular education and self-development on internal courses and seminars * hybrid work format, working in office is required for some tasks
Про компанію Samsung R&D Institute Ukraine Samsung Research and Development Institute Ukraine (SR Ukraine) is one of the units of R&D infrastructure of Samsung Electronics. Our local directions cover R&D activities in such areas as computer vision, next generations of human-computer interfaces based on 3D graphics and recognition technologies; applications for creating and consuming new types of multi-media content; device-2-device and device-2-cloud convergence; information security; artificial intelligence; natural language processing (NLP); human computer interaction (HCI); information retrieval; computational intelligence.
The main goal of the SRUKR is to provide next generation, adaptive, context-aware intelligent services for Samsung products and immersive serendipity across software and hardware eco-systems. We provide prototypes and new generation software development from scratch for embedded devices that gives a chance for Ukrainian engineers to work on technology of the future.
Company offers medical insurance, life insurance for our employees and their children, free lunches, English/Korean courses. Competitive salary; bonus system and effective talent development system for our employees, various learning workshops and trainings. Ukrainian labor legislation guarantees (in particular, 24 calendar days of annual paid vacations; day-off on Ukrainian official holidays; paid sick leave, paid maternity leave). Our company is an equal opportunity employer and welcomes application from all qualified candidates. The data provide will only be used for consideration of the applied position or other suitable position in Samsung Electronics Ukraine Cоmpany Ltd. Personal data collected will be used for recruitment purpose only. In the whole process of recruitment, applicants should be careful not to infringe the trade secret of the company which they have been / were working for. Please note that Samsung Electronics will never ask applicants to submit any personal documents or sensitive personal data to facilitate the recruitment process.
Надсилаючи своє резюме, Я, надаю ТОВ “Самсунг РнД Інститут Україна” (ЄДРПОУ 44648330) (надалі — “Компанія”) право на збір та обробку моєї персональної інформації, а саме прізвища, ім’я та по-батькові, дата народження, контактний номер телефону, адресу електронної пошти (надалі — “Персональні дані”) із метою використання цих даних для пошуку та підбору кандидатів на заміщення вакантних посад Компанії, наповнення рекрутингової бази даних Компанії. Для цього надаю Компанії право: o на збір, збереження, використання Персональних даних; o використання Персональних даних для зв’язку зі мною та надсилання мені інформації про вакансію (-ії) в Компанії; o зберігати Персональні дані в рекрутинговій базі даних Компанії протягом строку існування такої бази; o видалення Персональних даних з рекрутингової бази даних Компанії у будь-який час на розсуд Компанії.
Ця Згода є безстроковою та може бути відкликана мною за моїм письмовим зверненням на адресу ТОВ “СамсунгРнД Інститут Україна”: 01032, м. Київ, вул. Гетьмана Павла Скоропадського, 57
