Senior Software Engineer (m/f/d) - Audatic
Sonova is hiring a Senior Software Engineer (m/f/d) - Audatic in Berlin, Germany. Level rates it ; you can apply on Sonova.
Level's read on this job
- Level rates this software engineer role Uses AI ●●○○: an ordinary role that requires AI tools.
- The posting mentions TensorFlow and scikit-learn among its tools and skills.
- Level classes it as a senior role.
- Sonova has 397 other open roles on Level.
AI in this role
More about the role
You will be part of Audatic’s development team. As such, potential responsibilities could include:
- 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.
- We host our infrastructure on Azure.
- 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, Terraform, Packer, Kubernetes, Prometheus, Grafana, Tensorflow, CUDA, React, FastAPI.
- Our CI/CD pipelines run on GitHub Actions with self-hosted runners.
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 skills and experience working with any of the major cloud providers
- Exposure to 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)
How we rate this
Senior Software Engineer (m/f/d) - Audatic at Sonova rates 43 out of 100 for how much of the daily work is AI. That makes it Uses AI (AI Level 2 of 4). The level is about AI in the job, not seniority.
Uses AI. An ordinary role that requires AI tools.
- ●●●● Builds AI80 to 100
- ●●●○ Works on AI60 to 79
- ●●○○ Uses AI40 to 59
- ●○○○ Little AI0 to 39
Levels come from how often the tools, models and workflows of the role are named in the posting itself. Read the description and count the AI tools, models and workflows it names.
Prepare for this job
Built from this posting and from similar jobs on Level.
Skills and AI tools this role asks for
Also common in software engineer jobs at this level
Pay
- Typical software engineer job
- $167k
This posting doesn't list pay. Use the typical software engineer figure when pay comes up. See software engineer jobs
Questions you could be asked
- What's a project where you used TensorFlow hands-on?
- Walk me through how you've used scikit-learn in your day-to-day work.
- This role expects you to use AI tools as part of the job. Which ones have you used, and for what?
- Tell me about a time an AI tool got something wrong. How did you catch it?
Adapt your resume
- List these exact terms on your resume: TensorFlow and scikit-learn. An applicant tracking system matches the wording, not the idea.
- Attach one line of real, concrete experience to at least one of them. A tool named with nothing behind it rarely survives a human read.
- Put the AI tool in a bullet point about what you did, not just in a skills list. This role treats it as a required part of the job.
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