Senior Deep Learning Engineer (mfd)
Senior Deep Learning Engineer (mfd)
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Job Description
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 worlds 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.
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.
Qualifications
At least some ideally all of the following:
- A bachelors or masters 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
Benefits
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!
Required Experience:
Senior IC
Employment Type
Full Time
