AI Software Solutions Engineer

About the role

As an AI Software Solutions Engineer, you will focus on optimizing AI solutions using Intel products, working closely with open-source frameworks like PyTorch, TensorFlow, and JAX. Your day-to-day responsibilities will involve designing and developing features for Intel's AI frameworks software stack, enabling and optimizing deep learning models, and enhancing AI frameworks for Intel's cutting-edge GPUs and accelerators.

What you'll do

• Propose optimizations in SW and kernel implementation to improve workload performance
• Model AI HW and SW (GPU/accelerator) for performance analysis. Analyze AI workloads to identify critical kernels and patterns. Estimate ideal performance of kernels and…
• Enhance and maintain the performance modeling toolkit for projections. Correlate projected performance with device/simulator and improve models
• Study new and different DL networks for future optimization requirements
• Design and develop hardware-agnostic and hardware-aware software features for AI frameworks, focusing on ML kernel development

What you need

• 6–11 years in software engineering
• Data structures
• Python
• C++
• Deep learning
• Machine learning
• PyTorch
• PhD

Good to have

• LLMs
• TensorFlow