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Sonova AG

Data Scientist (Deep Learning) (m/f/d)

Sonova AG Berlin, Germany

Medical Equipment Manufacturing · 10,001+ employees

Aug 13
data-scientist Mid (2-5 yrs) Full-time Germany
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About the role

Develop and improve deep learning models for real-time speech enhancement on embedded devices. Design experiments to evaluate neural network architectures and optimize model performance using dedicated GPU infrastructure.

What they look for

Deep learning Python Digital signal processing Audio processing Neural network architectures Hyperparameter optimization Embedded systems Speech enhancement Machine learning Data science

Requirements

Requires a Bachelor's or Master's degree in a technical field and at least 2 years of relevant experience. Candidates must be proficient in Python and possess strong communication skills in English.

Benefits

Competitive compensation package 30 days of paid vacation Conference visits Free daily meals, drinks, and snacks Regular team events Yearly retreat Company-sponsored public transport ticket

Full description

More about the role

As a Data Scientist at Audatic, you will transform cutting-edge research into technology that solves challenging audio problems and improves the lives of hearing aid users.

Your responsibilities will include:

  • Developing and improving deep learning models for real-time speech enhancement on embedded device platforms.
  • Designing and conducting experiments to evaluate novel neural network architectures, loss functions, datasets, and evaluation methods.
  • Optimizing model performance through automated hyperparameter searches on our dedicated GPU cluster and custom deep learning infrastructure
  • Following the latest innovations in deep learning research and collaborating with the team to learn, share ideas, and stay up to date through our journal club, brainstorming sessions, and online courses.

More about you

You have:

  • Bachelor’s or Master’s degree in a technical field
  • At least 2 years of relevant experience
  • Comfortable using Python to build solutions that are readable, maintainable, and easy to build upon
  • Curious mindset with a desire to continuously learn, explore new ideas, and share knowledge
  • Dependable communication skills with full professional proficiency in English
  • Experience with digital signal processing or audio processing is a plus

Note: Studies show that underrepresented talent groups in tech often apply to jobs only if they meet 100% of the qualifications. We care about growth, potential, and transferable skills. If you are passionate about this role but don't check every box, please apply anyway!

More about what we offer

At Audatic, you’ll be part of a diverse, international, and passionate team that values collaboration and innovation. We provide an environment that allows you to balance professional growth with personal well-being.

  • Competitive compensation package
  • 30 days of paid vacation
  • Conference visits and the opportunity to publish relevant discoveries
  • Free daily meals, drinks, and snacks at our green and modern office in the heart of Berlin
  • Regular team events and a yearly retreat
  • Company-sponsored public transport ticket (Deutschlandticket)
  • Hybrid work model (at least 60% on-site)

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