principal deep learning engineer, warszawa

posted
location
warszawa, mazowieckie
job type
permanent
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job details

posted
warszawa, mazowieckie
vacancies
1
experience level
powyżej 24 miesięcy

job type
permanent
job category
Information Technology
contract type
umowa o pracę
working time
pełen etat
work system
podstawowy

contact

katarzyna maksymowicz-kowalczuk+48 +604058888
reference number
/152/06/2020/KM - 64013

job description

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.


what we offer

Team:

  • Friendly working atmosphere
  • Wide range of trainings and a huge support in developing algorithmic skills
  • Opportunity to work on multiple projects
  • Working with the latest technologies on the market
  • Monthly integration budget
  • Possibility to attend local and foreign conferences
  • Flexible working hours 

Equipment:

  • PC workstation/Laptop + 2 external monitors
  • OS: Linux

Benefits:

  • Private medical care (possibility to add family members for free)
  • Multisport card
  • Life insurance
  • Lunch card
  • Variety of discounts
  • Unlimited free access to Copernicus Science Center for you and your friend

Location:

  • Office in the centre of Warsaw near the metro station
  • Attractive relocation package

your tasks

  • Design and implementation of artificial neural networks for audio/image processing, analysis, classification, etc.
  • Working on new machine learning methods (e.g. Bayesian Methods, GCN, Spherical CNNs, GAN, Unsupervised Learning, Distributed Learning and others)
  • Leading software system architecture and design to appropriately incorporate machine learning into product features and effectively communicate this solution to software engineers, architects, and business leaders
  • Porting and optimization of artificial neural networks on embedded platforms: ARM, DSPs
  • Working closely with product management to define product strategy
  •  Creating innovative products supported by prototypes, scientific publications and patent applications

what we expect

  • PhD or relevant work experience in Computer Science, Signal Processing, Acoustics, or related discipline
  • Proven 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.
  • Strong mathematical background (linear algebra/statistics/optimization methods)
  • Experience with standard Machine Learning packages, amongst but not limited to: Tensorflow, Keras, SciKit-Learn, Torch, etc.
  • Scientific publications, active participation in conferences in the field of artificial intelligence

Technologies in use:

  • Python, C++
  • Deep Learning Frameworks: Tensorflow, PyTorch, Keras, SciPy ecosystem, 
  • Digital Signal Processing
  • Acoustic Events Recognition, Acoustic Scenes Classification, Sound Source Separation and Signal Enhancement

Agencja zatrudnienia – nr wpisu 47