Senior Deep Learning Engineer (m/f/d)
Senior Deep Learning Engineer (m/f/d)
Senior Deep Learning Engineer (m/f/d)
Senior Deep Learning Engineer (m/f/d)
Sonova Group
Medizintechnik
Berlin
- Art der Anstellung: Vollzeit
- 81.000 € – 111.000 € (von XING geschätzt)
- Vor Ort
- Aktiv auf der Suche
Senior Deep Learning Engineer (m/f/d)
Über diesen Job
Who we are
At Audatic, we build systems to render speech from any sound scenario clear and free of noise using state-of-the-art deep learning technology. Our mission is to empower millions of people with hearing loss to enjoy interactions in demanding social settings like bars or restaurants.
As a part of the Sonova Group, our team developed the speech enhancement neural network for the Phonak Infinio Sphere - the world’s first hearing aid to run a deep neural network (DNN) for real-time speech enhancement on a custom-built, low-power, embedded neural accelerator. Since then, numerous clinical studies and extensive market feedback have confirmed the significant, life-changing benefits of this breakthrough technology.
As a small, supportive team within a global leader, we pair startup agility with Sonova’s scale, audiological expertise, and world-class resources. Everyone here has the chance to shape how we work, contribute their ideas and have a direct impact on the products we deliver - creating technology that can transform lives.
Berlin, Germany
Senior Deep Learning Engineer (m/f/d)
Deep Learning Engineers form the core of our team at Audatic. If you are excited to develop novel algorithms for customizable sound environments, we have a fantastic job opportunity for you!
Responsibilities
- Train state-of-the-art deep learning models that provide optimal quality and efficiency on our embedded device platforms.
- Experiment with novel approaches such as new types of neural network architectures, loss functions, datasets, and evaluation metrics.
- Stay up to date with the latest innovations in deep learning research and identify new ideas for our project work and research initiatives.
- Develop and conduct automated hyper-parameter optimizations on our dedicated GPU cluster and custom deep learning software stack.
- Take end-to-end ownership of deep learning projects from idea to product deliverable and provide guidance in technical discussions and code reviews.
- Contribute to learning efforts in the team like our regular journal club, brainstorming sessions, and co-learning through online courses.
- A bachelor’s or master’s degree in a technical field and at least 3 years of experience in deep learning or Ph.D. in the field
- Proven track record of publications or solving real-world problems with deep learning
- Ability to write clean and well-documented Python code following best software engineering practices
- Dependable communication skills with full professional proficiency in English
- Experience with digital signal processing or audio processing is a plus
In addition to a competitive compensation package, you can expect the following:
- Diverse team of international talent and an open, friendly, and collaborative company culture
- Conference visits and the opportunity to publish relevant discoveries
- Green, modern office in the heart of Berlin
- Company-sponsored team events and retreats
- Free daily meals, drinks, and snacks
- 30 days of paid vacation
- Company-sponsored BVG ticket
- Hybrid work policy with at least 60% on-site presence.
We look forward to your application!
Audatic is an equal opportunity employer.
We team up. We grow talent. We collaborate with people of diverse backgrounds to win with the best team in the market place. We guarantee every person equal treatment in regard to employment and opportunity for employment, regardless of a candidate’s ethnic or national origin, religion, sexual orientation or marital status, gender, genetic identity, age, disability or any other legally protected status.
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