Machine Learning Specialist

5+ years of experience building software for machine learning systems

Strong understanding of machine learning and deep learning concepts

Experience with building, validating, deploying, monitoring, and updating production models

Experience with infrastructure and tooling for MLOps

Experience with machine learning frameworks such as TensorFlow, PyTorch, TensorRT, ONNX

Experience with GPU programming using CUDA, OpenCL or similar libraries

Design and implement scalable and performant systems to serve machine learning models

Create and maintain feature pipelines, feature stores, model stores

Monitor production models and setup retraining infrastructure to improve performance

Optimize models for deployment on different hardware configurations

Build frameworks to promote scalable and reproducible research

Drive projects and lead new initiatives