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Senior Deep Learning Engineer(m/w/x)
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
- English – Business 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
Not a perfect match?
- AudaticFull-timeOn-siteExperiencedBerlin
- Sonova AG
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Senior Deep Learning Engineer(m/w/x)
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
- English – Business 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
About the Company
Audatic
Industry
Healthcare
Description
The company builds systems to enhance speech clarity using deep learning technology, empowering people with hearing loss.
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- Audatic
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