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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 Software Engineer (m/f/d) - Audatic

More about the role

Working very closely with our deep learning engineers and data scientists to design, maintain, and extend our system for running deep learning experiments. This includes packages, tools and services written in Python.
Owning the infrastructure that the experimentation framework is running on. This means dealing with databases, virtual machines, cloud compute resources and scheduling systems.
Proactively identifying improvements to make our infrastructure more robust, efficient and user-friendly.
Developing tools to provide better insights and control over machine learning & deep learning experiments. This includes our custom-built experiment control and visualization website.
Leveraging our CI/CD system or other forms of automation to minimize repetitive tasks for the team.
You will be taking full ownership over parts of our codebase and infrastructure. At Audatic, you are encouraged to innovate and propose new ideas for continuous improvements.

Tech stack

Our main programming language is Python.
Our tech stack is built around many popular (open source) tools, including but not limited to: Ubuntu, Docker and other container runtimes, Slurm, HashiCorp Vault, MongoDB, Postgres, Ansible, Prometheus, Grafana, Tensorflow, CUDA, React, FastAPI.
Our CI/CD pipelines run on GitHub Actions with self-hosted runners.
We’re in the process of migrating our infrastructure from an on-premise cluster to Azure, so new tools will be added to our tech stack soon.

More about you

You are a good match for this position if the points below apply to you.

Bachelor’s or master’s degree in a technical field
At least 5 years of relevant work experience
Strong proficiency in Python with a demonstrated ability to write robust, clean and maintainable code
Experience with some technologies in our tech stack
Knowledge of common software design and architecture patterns, with experience applying them to large codebases
Ability to lead a project from beginning to finish
Dependable communication skills with full professional proficiency in English
Willingness and ability to learn and adapt to new tools and environments

Nice to have

The qualifications below are nice to have. Please apply even if you do not fulfill these points!

Experience designing and maintaining a deep learning infrastructure
DevOps experience and experience working with any of the major cloud providers
Familiarity with Python scientific computing packages (e.g., NumPy, SciPy, scikit-learn, TensorFlow)

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
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)

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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