Job
- Level
- Senior
- Job Field
- Data, Back End
- Employment Type
- Full Time
- Contract Type
- Permanent employment
- Location
- Munich
- Working Model
- Full Remote
Job Summary
In this role, you develop a computer vision pipeline for movement analysis, design API interfaces with FastAPI and MongoDB, and implement solutions for physiotherapy needs.
Job Technologies
Your role in the team
- Own the computer-vision pipeline that turns pose-estimation output from our neural networks into repetition counts, posture feedback and set-by-set exercise analysis.
- Design the reporting layer that converts raw movement data into clinical reports physiotherapists act on.
- Build and extend our Python backend (FastAPI, MongoDB, Redis): the API behind the patient app and the clinician platform.
- Ship to production on Kubernetes with GPU inference services, and stand behind what you ship: tests, monitoring and clean handovers.
- Analyze requirements together with product, physiotherapists, and the mobile team, and propose solutions instead of waiting for tickets.
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Our expectations of you
Qualifications
- A fluent Git and GitHub workflow: branches, reviews, CI.
- Strong analytical thinking and an independent, structured way of working. You can take an ambiguous problem and drive it to a shipped result in a remote team.
- Professional working proficiency in English. German is a plus, not a requirement.
- Genuine interest in startups: you want responsibility, and you want to see the effect of your work on patients.
Experience
- 5+ Jahre professionelle Softwareentwicklung in Python, einschließlich produktiver REST APIs (FastAPI oder vergleichbar).
- Hands-on experience with deep learning frameworks (PyTorch or TensorFlow). You have built real product features on top of model output, not only trained models in notebooks.
- Solid experience with NoSQL databases, ideally MongoDB, and with data models that survive growth.
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What we offer
- Impact you can see: your code helps patients rehabilitate at home instead of waiting months for a clinic place.
- Remote-first: work from anywhere.
- A small senior team with short decision-making paths and direct access to founders, physiotherapists, and users.
- A modern stack: Python 3, FastAPI, MongoDB, Redis, PyTorch, Kubernetes, GPU inference.
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Topics You Will Work On
Job Locations
About Your Employer
Breathment
Breathment is an innovative company in the field of digital health based in Munich. It offers an AI-supported therapy app and a telemonitoring platform specializing in respiratory diseases. This solution allows patients to perform rehabilitation exercises conveniently at home while enabling medical professionals to monitor progress remotely. The company collaborates with healthcare providers in clinical settings and focuses on the treatment of chronic respiratory conditions.
Description
- Company Type
- Startup
- Working Model
- Full Remote
- Industry
- Healthcare, Social Sector
Senior Backend Engineer
- Location
- Munich
- Working Model
- Full Remote
- Diversity
- Open for all genders
