12 Oct
|
Intel
|
Bengaluru
Job Details:
Job Description:
The Role and Impact
We are seeking a dynamic AI Software Architect to contribute to Intel's cutting-edge AI frameworks software stack. In this role, you will design, develop, and optimize software features for AI frameworks, focusing on inference serving frameworks like PyTorch vLLM and SGLang. You will play a key role in enhancing deep learning inference and training/fine-tuning capabilities, while identifying optimization opportunities to boost workload performance across software and hardware layers.
Business Group
The position is part of Intel's Data Center Group (DCG), a global leader in driving innovation across data center platforms. The AI Software Architects team focuses on advancing AI software solutions to enable Intel's AI accelerators and next-generation GPUs, supporting Intel's mission to shape the future of technology for data-driven industries.
Key Responsibilities
- Design and develop software features for AI frameworks, including hardware-agnostic and hardware-aware capabilities.
- Architect and analyze state-of-the-art features across frameworks to drive development throughout the software stack.
- Enhance and extend deep learning training and inference capabilities within Intel's AI frameworks software stack.
- Optimize software stack performance for deep learning workloads on GPUs and AI accelerators.
- Participate in discussions and development within open-source communities, contributing to upstream adoption and integration.
- Debug complex issues in multi-layered software systems and ensure seamless integration within large open-source frameworks.
- Conduct performance analysis using open-source and proprietary profilers to optimize code efficiency on host and accelerator platforms.
- Build technology demonstrators and proof-of-concepts for recent features in the Intel AI Software Stack for current and upcoming GPUs
Qualifications:
Minimum Qualifications
- Bachelor's degree in Computer Science, Electrical and Co
📌 AI Software Architect (Bengaluru)
🏢 Intel
📍 Bengaluru