Senior Deep Learning Engineer (m/f/d)

Sonova Group; Berlin; Hybrid; EUR 60.000 - 80.000; Vollzeit

Zusammenfassung

A leading technology company in Berlin is looking for a Deep Learning Engineer to develop innovative algorithms for customizable sound environments. The ideal candidate has a strong background in deep learning, experience in Python coding, and excellent communication skills. This position offers a collaborative culture, comprehensive benefits, and opportunities for professional development. Join us to make a meaningful impact on hearing health.

Leistungen

Conference visits

Free daily meals, drinks, and snacks

30 days of paid vacation

Company-sponsored BVG ticket

Hybrid work policy

Qualifikationen

• At least 3 years of experience in deep learning or a Ph.D.
• Proven publications or solutions with deep learning.
• Ability to write clean, well-documented Python code.

Aufgaben

• Train deep learning models for optimal efficiency.
• Experiment with neural network architectures and metrics.
• Take ownership of deep learning projects from start to finish.

Kenntnisse

Deep learning

Python

Digital signal processing

Communication skills

Ausbildung

Bachelor's or Master's degree in technical field

Jobbeschreibung

Select how often (in days) to receive an alert:

At Sonova, we envision a world where everyone can enjoy the delight of hearing. This vision inspires us and fuels our commitment to developing innovative solutions that improve hearing health and human connection - from personal audio devices and wireless communication systems to hearing aids and cochlear implants. We're dedicated to providing outstanding customer experiences through our global audiological care services, ensuring that everyone has the opportunity to engage fully with the world around them.

Guided by a culture of continuous improvement that fosters resilience and self-motivation, our team is united by a shared commitment to excellence and a deep sense of pride in our work, each of us playing a vital role in creating meaningful change,

Here you’ll find a diverse range of opportunities that span both consumer and medical solutions and the freedom to shape your career while making an impact on the lives of others. Join us in our mission to create a more connected world, where every voice is heard and every story matters.

Berlin, Germany

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.

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 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!

Sonova 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.