Deep Learning Researcher for Speech Recognition

Emm
2 days ago

Role details

Contract type
Permanent contract
Employment type
Full-time (> 32 hours)
Working hours
Shift work
Languages
English
Compensation
€ 35K

Job location

Remote

Tech stack

Bash
Linux
DevOps
Perl
Python
Software Engineering
Speech Recognition
Graphics Processing Unit (GPU)
PyTorch
Deep Learning
GIT
Recurrent Neural Networks

Job description

Research & train eMM's deep learning models. You will work with large scale data sets to research and train deep learning models for speech recognition. You will research and develop novel algorithms and techniques to advance the state of the art in natural language understanding. You will conduct research and experiments in order to improve accuracy of our Deep Learning ASR pipeline. You will also dig into weaknesses and failure points of our current ASR models in order to identify further areas for improvement.

Requirements

In order to qualify for this position, a FH or university MSc or Doctorate (preferred) in Computer Science, Signal Processing, Statistics, Mathematics or equivalent is required., * Pytorch, Kaldi, DeepSpeech

  • Applied deep learning research & development
  • Training large models on multiple GPUs

Preferred Experience (any of the following):

  • Speaker diarization
  • Speech recognition, off-line or real-time
  • Kaldi, DeepSpeech, Wav2letter++, Wav2vec, CTC, RNNTs, LSTM

Skills:

  • Programming: Python, Shell, Perl
  • Basic knowledge of software engineering (git, devops, Linux, etc.) and experience scheduling long running processes on computed clusters
  • Proficiency in English; any other languages is highly desired

Soft Skills:

  • Open minded, inquisitive
  • Analytical mindset
  • Teamplayer

Benefits & conditions

  • A full time position
  • Flexible schedule
  • Rooftop office located in Vienna's city center/remote work possible
  • Professional work environment with state-of-the-art equipment

Our offices are centrally located in Vienna, the town ranked #1 for living world-wide multiple years in a row. We welcome everybody to work in our offices, remote possible.

According to the collective agreement, the monthly gross salary is € 2503,00 (paid out 14 times a year, overpay is possible depending on qualifications).

About the company

eMM is a company powered by AI and technology built in-house or in collaboration with research organizations as part of collaborative research projects. We build powerful models to process audio and video data in order to transcribe and understand what is being broadcast around the world. Our country and channel coverage is second to no other commercial organization in our field and most stock-listed companies as well as many small and medium enterprises rely on eMM's systems working 24x7 to alert them on relevant news as they break in real time. At 18( years of age we are an established player and here to stay; but we have retained the ability to move fast and still live the start-up culture. As the innovation leader in our industry, we reinvent ourselves regularly. We are searching for a Deep Learning Researcher to join our team. Join our world-class team and become part of the success story of data driven marketing and business intelligence.

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