Oferta pracy

Digital Signal Processing Engineer – Embedded Systems / Audio / AI

Samsung R&D Institute Poland

  • plac Europejski 1, Warszawa
    Warszawa, Masovian
  • offer expired 18 days ago
  • contract of employment
  • full-time
  • specialist (Mid / Regular)
  • remote recruitment

Samsung R&D Institute Poland

plac Europejski 1

Warszawa

Technologies we use

Expected

  • Python

  • C

  • C++

  • TensorFlow

  • PyTorch

  • Keras

  • SciPy ecosystem

  • 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.

Your responsibilities

  • 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.

Our requirements

  • 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

Optional

  • 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

Benefits:

  • Private medical care (possibility to add family members for free)

  • Multisport card

  • Life insurance

  • Lunch card

  • 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

Location:

  • Office in Warsaw Spire near metro station

  • Working remotely during COVID-19 pandemic

  • Attractive relocation package

Equipment

  • PC workstation + 2 external monitors

  • OS: Linux