Computer Vision & MLOps Engineer
ARTIDIS AG12 hours ago
Remote, SwitzerlandSenior
Responsibilities
- Develop and deploy computer vision models for medical image classification, advanced segmentation, object recognition, and complex image analysis.
- Implement computer vision solutions using deep learning and classical techniques.
- Optimize models for medical-device and cloud deployment.
- Design and implement end-to-end machine learning pipelines.
- Manage the model lifecycle from experimentation through production.
- Build, automate, and maintain scalable MLOps infrastructure.
- Implement robust monitoring and observability solutions.
- Write documented, clear, efficient, and maintainable code while designing for scalability and long-term maintainability.
Requirements
- Proficiency with the Python data stack, including TensorFlow, PyTorch, NumPy, pandas, and scikit-learn.
- Experience with OpenCV and other computer vision libraries.
- Strong experience developing computer vision solutions for medical images, especially image segmentation and object recognition.
- Experience with Kubernetes operators and custom resources.
- Proficiency with Docker containerization and multi-stage builds.
- Advanced Git knowledge, including branching strategies and workflows.
- Experience building and maintaining end-to-end ML pipelines.
- Hands-on experience with Argo CD and Argo Workflows for ML pipelines.
- Experience with Helm charts for Kubernetes deployments and infrastructure automation.
- Experience setting up and maintaining CI/CD pipelines.
- Hands-on experience with model lifecycle management and MLOps platforms such as MLflow and Kubeflow.
- High-level English expression and comprehension.
- Experience in digital health and healthcare innovation is highly desirable.
- Ability to work independently, take ownership, communicate proactively, and collaborate effectively in a team.
Benefits
- Competitive salary and a bonus for outstanding performance.
- International startup environment with rapid advancement and opportunities to learn and share know-how.
- Challenging healthcare-focused work with opportunities to take responsibility and contribute to a significant purpose.
Tech Stack
Categories
About ARTIDIS AG
ARTIDIS AG develops a nanotechnology-based platform for rapid tissue analysis and data-driven therapy optimization used by hospitals and biopharma teams working on solid tumors. Its offering combines atomic force microscopy measurements with a digital health layer to support diagnostics, drug discovery, and personalized treatment planning, delivered as a medical device and software service. Founded in 2018 and headquartered in Basel, Switzerland, the company is privately held.