Autonomy Engineer - Deep Learning Model Acceleration
SkydioJob Description
📋 Description Develop high-performance DL inference for CV workloads across hardware Profile CV and Vision-Language Models to identify bottlenecks and optimize performance Design end-to-end MLOps for deployment, monitoring, and retraining Leverage ML frameworks and model-efficient tools to boost system performance Create methods to improve training efficiency Implement GPU kernels for custom architectures and optimized inference 🎯 Requirements Hands-on with MLOps, ML inference acceleration, and edge deployment Strong DL fundamentals, techniques, and state-of-the-art models/architectures Strong fundamentals in CV, image processing, and video processing Experience building/managing ML pipelines for vision tasks (data prep, training, deployment, monitoring) Security and compliance requirements in ML infrastructure Experience with ML frameworks and libraries 🎁 Benefits Inclusive, multidisciplinary culture Opportunity to work on autonomous flight AI