- 8+ years of specific technology domain areas (e.g. software development, cloud computing, systems engineering, infrastructure, security, networking, data & analytics) experience
- 3+ years of design, implementation, or consulting in applications and infrastructures experience
- 10+ years of IT development or implementation/consulting in the software or Internet industries experience
- Experience in developing and deploying large scale machine learning or deep learning models and/or systems into production, including batch and real-time data processing
- Experience scaling model training and inference using technologies like Slurm, ParallelCluster, Amazon SageMaker
- Hands-on experience benchmarking and optimizing performance of models on accelerated computing (GPU, TPU, AI ASICs) clusters with high-speed networking.
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