Software Engineer (Back-end & Computer Vision)
StellDirVor GmbH
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About This RoleAI processing…
StellDirVor is an independent consulting, trade and technology company specializing in immersive technologies for healthcare. We support organizations in implementing digital innovations — Virtual, Augmented, and Mixed Reality as well as AI — particularly for learning, training, and real-time assistance in clinical and care environments. By combining technology and healthcare, we help optimize processes, improve knowledge transfer, and enhance quality of care.
Supported by a Germany (ZIM) and Taiwanese (GIPIP) partnership grant, we are currently developing ARAIAS — an AR- and AI-based hands-free training and assistance system for chronic wound care. Using AR smart glasses, the system enables 3D wound capture, AI-supported analysis, and standardized remote expertise and documentation directly at the point of care. ARAIAS introduces a new approach to hands-on, safe, and evidence-based learning and training in clinical settings, with the long-term goal of reducing workload for healthcare professionals and improving care outcomes.
We're at an early and exciting stage — moving from concept to working prototype. The near-term focus is on validating the AI models, establishing the core technical foundations, and building toward a proof of concept we can test in real education and clinical settings. As the project matures, the work will naturally evolve from experimentation and prototyping into more structured development and productionization.
Key Responsibilities
- 1Design and build the back-end infrastructure — REST APIs, cloud services, and data pipelines that connect all system components
- 2Build and manage system integrations — connecting hardware, external services, and internal components into a cohesive and reliable data flow
- 3Implement real-time data streaming — from smartglass sensor capture through to server-side processing and response delivery back to the device
- 4Integrate AI capabilities into the application layer — including language understanding, audio processing, and output validation and scoring pipelines
- 5Interface with smartglass SDKs and sensor APIs to establish device-to-back-end data pipelines, working from technical documentation provided by our hardware partner
- 6Connect AI model outputs into application layers — inference endpoints, model versioning, and performance monitoring
- 7Support computer vision — from architecture development and integration — connecting CV model outputs into the back-end and application layer
- 8Make pragmatic architectural decisions appropriate for the current prototyping stage
- 9Set up CI/CD, containerization, and basic observability to keep the team moving fast
- 10Support integration points between the back-end and Unity-based front-end (nice to have)
Requirements
- Cloud platform experience (AWS / GCP / Azure) — able to spin up infrastructure, manage storage, and deploy services independently
- Comfort working with hardware SDKs and APIs — able to independently navigate technical documentation and integration guides to establish device-to-server data flows
- Self-directed and pragmatic — able to take initiative, own problems end-to-end, and make sensible technical decisions independently in a lean team
- Unity experience or familiarity with Unity's integration patterns
- Familiarity with semi-supervised learning — leveraging limited or partially labeled data, relevant when annotated wound imaging data is scarce
- Experience with 3D data pre-processing and post-processing — depth map handling, point cloud cleaning, mesh reconstruction, or similar.
- We are only able to respond to candidates selected for further consideration. If you have not heard from us within four weeks of applying, please consider your application unsuccessful at this time.
- Using AR smart glasses, the system enables 3D wound capture, AI-supported analysis, and standardized remote expertise and documentation directly at the point of care.
- We are only able to respond to candidates selected for further consideration.
- If you have not heard from us within four weeks of applying, please consider your application unsuccessful at this time.
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