Digital Signal Processing Engineer – Embedded Systems / Audio / AI
Samsung R&D Institute Poland
- plac Europejski 1, WarszawaWarszawa, Masovian
- offer expired 18 days ago
- contract of employment
- specialist (Mid / Regular)
- remote recruitment
Technologies we use
Digital Signal Processing
ARM embedded systems
About the project
As one of the largest AI teams in Europe, we work with the analysis of sound, image, speech, text, Big Data, 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.
Development of signal processing solutions for embedded platforms: ARM and proprietary DSPs.
Porting and optimization of artificial neural networks on embedded platforms.
Development of prototypes, demos and commercial products.
Experience in practical applications of DSP algorithms (digital filtering, adaptive filters, spectral analysis)
Professional experience in implementing real-time processing algorithms on embedded platforms: ARM, DSPs
Professional experience in fixed point C, assembler on generic platforms, optimizing C/ASM code
Professional experience in developing product-grade code including high-level software development practices, integration into CI environment, proper testing, packaging and releasing of the software
PhD or relevant work experience in Computer Science, Signal Processing, Acoustics, or related discipline
Experience in implementing noise control solutions: Noise Cancellation, Echo Cancellation, Sound Enhancement
Experience in designing, training and analyzing neural networks in at least one of the following fields: Object detection/classification, Audio Classification, Speech Enhancement, Image segmentation, Multitask learning, Network compression, Reinforcement learning, Unsupervised learning.
Experience with at least one standard Machine Learning package, amongst but not limited to: Tensorflow, Keras, SciKit-Learn, Torch, Kaldi, etc.
Signal processing with microphone arrays
What we offer
Friendly working atmosphere
Wide range of trainings and a huge support in developing algorithmic skills
Opportunity to work in multiple projects
Working with the latest technologies on the market
Monthly integration budget
Possibility to attend local and foreign conferences
Flexible working hours
Working remotely at least during lasting Pandemic conditions
Private medical care (possibility to add family members for free)
Variety of discounts (Samsung products, theaters, restaurants)
Unlimited free access to Copernicus Science Center for you and your friends
Possibility to test new Samsung products
Office in Warsaw Spire near metro station
Working remotely during COVID-19 pandemic
Attractive relocation package
PC workstation + 2 external monitors