about 3 hours ago
Zürich, SwitzerlandMid Level / Senior
H1B Sponsor
Responsibilities
- Develop high-performance deep learning inference solutions for computer vision workloads.
- Profile CV and Vision Language Models to analyze performance and identify optimization opportunities.
- Design and implement end-to-end MLOps workflows for model deployment and monitoring.
- Utilize advanced machine learning knowledge to improve system performance.
- Create methods for enhancing training efficiency.
- Implement GPU kernels for optimized inference on custom architectures.
- Design SDKs for external developers to create autonomous workflows.
Requirements
- Hands-on experience with MLOps and ML inference acceleration.
- Strong knowledge of deep learning fundamentals and state-of-the-art models.
- Fundamentals in computer vision, image processing, and video processing.
- Experience building and managing ML pipelines for vision tasks.
- Understanding of security and compliance in ML infrastructure.
- Familiarity with ML frameworks and libraries.
- Ability to drive concepts through the software lifecycle from architecture to deployment.