Job Overview:
High-performance ML workloads on Arm CPUs requires the co-development of algorithms and highly optimized CPU kernels. In CT-ML (Central Technology, Machine Learning), rapid kernel prototyping is crucial for exploring algorithms and assessing trade-offs between model accuracy and performance. Successful prototypes are essential to drive future CPU architecture development and also deliverables to Central Engineering for final production.
Responsibilities:
This position is part of a dedicated team within the CT-ML group to focus on analyzing ML workload, rapid prototyping of highly optimized CPU kernels to drive model performance and accuracies.
Required Skills and Experience :
- Strong interest and passion for implementing high-performance kernel code in a dynamic environment.
- 4+ years experience in implementing high performance CPU kernel with vector and matrix extensions.
- Experience measuring and understanding performance
- Experience in creating an efficient kernel code development framework including tools and testing
- Deep understanding on CPU architecture
“Nice To Have” Skills and Experience :
- Knowledge of ML models and algorithm is a plus
- Advanced degree or equivalent experience in Computer Architecture and Software are a plus
In Return:
Arm is committed to global talent acquisition, offering an attractive relocation package. With offices around the world, Arm is a diverse organization of dedicated, creative and highly talented engineers. By enabling a dynamic, inclusive, meritocratic, and open workplace, where all our people can grow and succeed, we encourage our people to share their unrivaled contributions to Arm's success in the global marketplace.
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Accommodations at Arm
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Hybrid Working at Arm
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Equal Opportunities at Arm
Arm is an equal opportunity employer, committed to providing an environment of mutual respect where equal opportunities are available to all applicants and colleagues. We are a diverse organization of dedicated and innovative individuals, and don’t discriminate on the basis of race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.