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AUAudatic

Senior Deep Learning Engineer(m/w/x)

Berlin
Full-timeOn-siteSenior
AI/ML

Training deep learning models for audio noise reduction and experimenting with novel neural network architectures. 5+ years experience with Python and deep learning publications required. Hybrid work, 30 days vacation, and conference visits.

Requirements

  • Bachelor's or master's degree in technical field and 5+ years experience, or Ph.D. and 2+ years experience
  • Strong Python proficiency, writing robust, clean, maintainable code
  • Proven track record of publications or solving real-world problems with deep learning
  • Dependable communication skills with full professional English proficiency
  • Experience with digital signal processing or audio processing

Tasks

  • Train state-of-the-art deep learning models for optimal quality and efficiency
  • Experiment with novel neural network architectures, loss functions, datasets, and evaluation metrics
  • Stay updated with the latest deep learning research and identify new ideas
  • Develop and conduct automated hyper-parameter optimizations on GPU cluster
  • Take end-to-end ownership of deep learning projects from idea to product deliverable
  • Guide technical discussions and code reviews
  • Contribute to team learning efforts through journal club, brainstorming, and co-learning

Work Experience

  • 2 - 5 years

Education

  • Bachelor's degreeOR
  • Master's degree

Languages

  • EnglishBusiness Fluent

Tools & Technologies

  • Python
  • deep learning
  • digital signal processing
  • audio processing

Benefits

Flexible Working

  • Hybrid work model

Competitive Pay

  • Competitive compensation package

More Vacation Days

  • 30 days of paid vacation

Additional Allowances

  • Conference visits

Career Advancement

  • Opportunity to publish discoveries

Free or Subsidized Food

  • Free daily meals

Snacks & Drinks

  • Free drinks
  • Free snacks

Sustainability Focus

  • Green office

Modern Office

  • Modern office

Team Events

  • Regular team events
  • Yearly retreat

Public Transport Subsidies

  • Company-sponsored public transport ticket
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