Job Overview:High-performance ML workloads onArm CPUs requires the co-development of algorithms and highlyoptimized CPU kernels. In CT-ML (Central Technology, MachineLearning), rapid kernel prototyping is crucial for exploringalgorithms and assessing trade-offs between model accuracy andperformance. Successful prototypes are essential to drive futureCPU architecture development and also deliverables to CentralEngineering for final production. ##Responsibilities:Thisposition is part of a dedicated team within the CT-ML group tofocus on analyzing ML workload, rapid prototyping of highlyoptimized CPU kernels to drive model performance and accuracies. ##Required Skills and Experience :* Strong interest and passionfor implementing high-performance kernel code in a dynamicenvironment. * 4+ years experience in implementing high performanceCPU kernel with vector and matrix extensions. * Experiencemeasuring and understanding performance * Experience in creating anefficient kernel code development framework including tools andtesting * Deep understanding on CPU architecture ##“Nice ToHave” Skills and Experience :* Knowledge of ML models andalgorithm is a plus * Advanced degree or equivalent experience inComputer Architecture and Software are a plus ##In Return:Armis committed to global talent acquisition, offering an attractiverelocation package. With offices around the world, Arm is a diverseorganization 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 peopleto share their unrivaled contributions to Arms success in theglobal marketplace. #LI-TE! ##Accommodations at ArmAt Arm, wewant our people toDo Great Things. If you need support or anaccommodation toBe Your Brilliant Selfduring the recruitmentprocess, please email. To note,by sending us the requested information, you consent to its use byArm to arrange for appropriate accommodations. All accommodationrequests will be treated with confidentiality, and informationconcerning these requests will only be disclosed as necessary toprovide the accommodation. Although this is not an exhaustive list,examples of support include breaks between interviews, havingdocuments read aloud or office accessibility. Please email us aboutanything we can do to accommodate you during the recruitmentprocess. ##Hybrid Working at ArmArm’s approach to hybridworking is designed to create a working environment that supportsboth high performance and personal wellbeing. We believe inbringing people together face to face to enable us to work at pace,whilst recognizing the value of flexibility. Within that framework,we empower groupsteams to determine their own hybrid workingpatterns, depending on the work and the team’s needs. Details ofwhat this means for each role will be shared upon application. Insome cases, the flexibility we can offer is limited by local legal,regulatory, tax, or other considerations, and where this is thecase, we will collaborate with you to find the best solution.Please talk to us to find out more about what this could look likefor you. ##Equal Opportunities at ArmArm is an equalopportunity employer, committed to providing an environment ofmutual respect where equal opportunities are available to allapplicants and colleagues. We are a diverse organization ofdedicated and innovative individuals, and don’t discriminate on thebasis of race, color, religion, sex, sexual orientation, genderidentity, national origin, disability, or status as a protectedveteran.