Staff ML Performance Engineer
3 weeks ago
This role is in the rapidly growing Arm Infrastructure Line of Business. Our Neoverse cores are leading a technology disruption across Cloud, Edge, 5G, and Networking segments. We need a Software Enablement Engineer to bolster the Arm Machine Learning (ML) SW ecosystem to help accelerate this growth.
Responsibilities- Develop performance tests on a variety of ML workloads including LLMs, CNNs, Diffusion models, traditional ML, etc.
- Deliver workload performance analysis reports in written and presentation form
- Collaborate with external partners to showcase Arm technology
- Collaborate with internal partners to improve future Arm Infrastructure products
- Contribute Arm performance improvements to ML open-source projects
- Develop proof of concepts that are used for performance analysis, demos, How-Tos, and educating the engineering community on Arm technology
- Support Infrastructure Technical Marketing activities by writing blogs/whitepapers, presenting webinars, conference talks, and conference booth staffing
- 1-4 weeks of travel throughout the year
- Creative debug and problem solving
- Significant experience in ML: Performance analysis and optimization, building models, fine-tuning, RAG, and model training
- Experience with Pytorch/TensorFlow and Hugging Face Libraries
- Must be a good communicator (written and presentations)
- Teach and mentor others
- Performance analysis of SW from the application level, system libraries level, and the kernel level
- Deeper CPU/SoC architecture concepts like cache coherence, out-of-order pipelining, memory consistency models, interconnect, performance counters, etc.
- Experience with open-source software project development and community interaction
- Compilers (GCC, Clang) & Runtimes (JVM, .NET)
- Experience with languages like Python, C/C++, etc.
- Experience with the Linux Kernel (network stack, scheduler, memory subsystem, interrupts, etc.)
We are proud to have a set of behaviors that reflect our culture and guide our decisions, defining how we work together. These behaviors are assessed as part of the hiring process:
- Partner and customer focus
- Teamwork and communication
- Creativity and innovation
- Team and personal development
- Impact and influence
- Deliver on your promises
#LI-AC1
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