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Back-end & Computer Vision Software Engineer
StellDirVor
Stellenbeschreibung
About the role
StellDirVor is developing ARAIAS, an AR‑ and AI‑based hands‑free training system for chronic wound care. We are moving from concept to a working prototype and need a back‑end engineer to build the core infrastructure that connects smart‑glass sensors, AI models, and the Unity front‑end.
Key responsibilities
- Design and implement back‑end infrastructure, including REST APIs, cloud services, and data pipelines.
- Integrate hardware, external services, and internal components to ensure reliable data flow.
- Implement real‑time streaming from smart‑glass sensor capture to server‑side processing and response delivery.
- Connect AI model outputs to the application layer, handling inference endpoints, model versioning, and performance monitoring.
- Support computer‑vision architecture, integrating CV model outputs into back‑end and application layers.
- Make pragmatic architectural decisions suitable for the prototyping stage.
- Set up CI/CD pipelines, containerization, and basic observability.
- Interface with smart‑glass SDKs and sensor APIs based on provided documentation.
- Optionally support integration points between back‑end and Unity‑based front‑end.
Required profile
- Strong back‑end engineering proficiency with experience in REST API design, system integration, and data pipeline development using Python.
- Familiarity with cloud services and real‑time data streaming concepts.
- Experience integrating AI/ML models into production systems, including model versioning and monitoring.
- Understanding of computer‑vision pipelines and ability to connect CV outputs to back‑end services.
- Hands‑on experience with CI/CD, containerization (e.g., Docker), and observability tools.
- Ability to work independently in a remote setting within Germany.
Required skills
- Python
- REST API development
- Cloud services (e.g., AWS, Azure, GCP)
- Data pipeline construction
- Real‑time streaming technologies
- AI/ML model integration
- Computer‑vision model handling
- CI/CD pipelines
- Containerization (Docker, Kubernetes)
- Observability/monitoring tools
- Smart‑glass SDKs and sensor APIs (nice to have)
- Unity integration basics (optional)
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