Senior Deep Learning Engineer in AI Team in Constanţa

Digital Signal Processing (advanced) SciPy ecosystem (advanced) Keras (advanced) PyTorch (advanced) TensorFlow (advanced) C++ (advanced) Python (advanced) About our TeamAs one of the largest AI teams in Europe, we work with Big Data, recommendation systems, audio intelligence, computer vision, NLP, and more. We base our work on the latest methods of machine learning (including deep neural networks), extensive data resources and appropriate computing resources. We implement ready-made solutions into the products used by hundreds of millions of people all over the world. The results of our work get published, tested in international scientific contests, and deployed in products used by hundreds of millions of people worldwide. Role and ResponsibilitiesDesign and implementation of artificial neural networks (for audio/image processing, analysis, classification, etc.)Porting and optimization of artificial neural networks on embedded platforms: ARM, DSPsWorking on the new machine and deep learning approaches Writing scientific publications and patent applicationsLeading software system architecture and design to appropriately incorporate machine/deep learning into product features and effectively communicate this solution to software engineers, architects, and business leaders. Technologies in usePython, C++ Deep Learning Frameworks: Tensorflow, PyTorch, Keras, SciPy ecosystem, Digital Signal Processing Skills and Qualifications PhD or relevant work experience in Physics, Signal Processing, Acoustics, Computer Science or related disciplineExperience in designing, training, and analyzing neural networks for at least three of the following applications: Object detection/classification, Audio Classification, Speech Enhancement, Image segmentation, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning.Strong mathematical background (linear algebra/statistics/optimization methods)Experience with standard Machine Learning packages, including but not limited to: Tensorflow, Keras, SciKit-Learn, Torch, etc.Scientific publications, active participation in conferences in the field of artificial intelligence Nice to havePractical knowledge of libraries related to image and video processingFundamental knowledge in Acoustics, Audio Engineering, and Digital Signal Processing Professional experience in porting Audio/Image/Video neural network models on embedded platforms: ARM, DSPsProfessional experience in fixed point C, assembler on generic platforms, optimizing C/ASM codeProfessional experience in developing product-grade code including high-level software development practices, integration into CI environment, proper testing, packaging and releasing of the software We offer Team: o Friendly atmosphere focused on teamworko Wide range of trainings and a huge support in developing algorithmic skillso Opportunity to work in multiple projectso Working with the latest technologies on the market o Monthly integration budgeto Possibility to attend local and foreign conferenceso Flexible working hours Equipment: o PC workstation/Laptop + 2 external monitorso OS: Linuxo Possibility to work on Samsung Super Computer (over 4000 GPUs) Benefits: o Private medical care (possibility to add family members for free)o Multisport cardo Life insuranceo Lunch cardo Variety of discounts (Samsung products, theaters, restaurants)o Unlimited free access to Copernicus Science Center for you and your friendso Possibility to test new Samsung products Location: o Office in Warsaw Spire near Metro station o Attractive relocation package o Hybrid work model (2-3 days from office per week)