Напиши текст вакансии для должности "Deep Learning Research Engineer (Full-body avatar project)". Название компании: "Samsung Research Center". Расположение: Москва. График работы: Полный день. Опыт работы: От 1 года до 3 лет. Ключевые навыки: 'Python', 'Machine Learning', 'Deep Learning', 'Computer Vision', 'Tensorflow'

We at Samsung AI Center are looking for a Deep Learning Research Engineer for full-body avatar project. Our research topics include human image generation, pose estimation and clothing modelling. We are working on applied research and outcomes of our work include Proof-of-Concept applications, research papers on top conferences and patent applications.   Responsibilities:  Reading and understanding scientific papers and publicly available implementations Generate, discuss and implement ideas on:  which datasets to use, and how to use, which architecture to train, what the objectives are, what training regime to choose, how to evaluate   Writing papers for the world&#39;s leading computer vision conferences Collecting and processing the datasets Preparation of materials for patent applications Contributing to Proof-of-Concepts and demo applications, following the specified APIs for code integration with other modules Writing technical reports and presenting results to colleagues or a broader audience    Requirements:  2+ years in neural networks implementation, training and debugging experience In-depth understanding of computer vision neural network layers Strong Python and knowledge of standard algorithms and data structures Familiarity with modern trends and latest achievements in the field  As a plus:  Experience in  image generation with neural networks GANs neural rendering computer graphics human pose estimation mobile development &amp; optimization of CNN for mobile   Publications at CV/ML conferences Competitive ML achievements, e.g. Kaggle    Work conditions:  Great team with track record of papers on top conferences Challenging research &amp; engineering tasks at the cutting edge of the modern computer vision Nice office in 2 minutes from Belorusskaya Circle Line Competitive salary Corporate lunches Medical and life insurance 7 days of paid sick leaves (without sick leave certificate) Corporate discount on company good Flexible working time Full compliance with Russian Labor Code Fitness room, shower, partial fitness compensation Company compensates relocation and interview expenses    About us:  Samsung AI Center – Moscow has been founded in 2018 We are sitting in White Square business center We currently have three labs (Visual Understanding, Multimodal Data Analysis, Machine Learning) …and many projects on such topics as:  Generation of photorealistic human avatars Point clouds-based 3D image and video synthesis Techniques for image manipulation using generative networks Training neural networks using Bayesian methodsCreation of multi-agent systems Single-view and multi-view 3D reconstruction Localization and navigation using 3D vision And more!   Over past three years, our researchers have published more than 30 papers at the world&#39;s best conferences on computer vision and machine learning, including CVPR, ICCV / ECCV, NeurIPS, ICML, ICLR, IROS, WACV and others