Job Overview:High-performance ML workloads on ArmCPUs requires the co-development of algorithms and highly optimizedCPU kernels. In CT-ML (Central Technology, Machine Learning), rapidkernel prototyping is crucial for exploring algorithms andassessing trade-offs between model accuracy and performance.Successful prototypes are essential to drive future CPUarchitecture 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 creatingan efficient kernel code development framework including tools andtesting. ● Deep understanding on CPU architecture.“Nice To Have”Skills and Experience:● Knowledge of ML models and algorithms isa plus. ● Advanced degree or equivalent experience in ComputerArchitecture and Software are a plus.In Return:Arm iscommitted 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 to Do Great Things. If you need support or anaccommodation to Be Your Brilliant Self during the recruitmentprocess, please email . To note, by sendingus the requested information, you consent to its use by Arm toarrange for appropriate accommodations. All accommodation requestswill be treated with confidentiality, and information concerningthese requests will only be disclosed as necessary to provide theaccommodation. Although this is not an exhaustive list, examples ofsupport include breaks between interviews, having documents readaloud, or office accessibility. Please email us about anything wecan do to accommodate you during the recruitment process.HybridWorking at ArmArm’s approach to hybrid working is designed tocreate a working environment that supports both high performanceand personal wellbeing. We believe in bringing people together faceto face to enable us to work at pace, whilst recognizing the valueof flexibility. Within that framework, we empower groupsteams todetermine their own hybrid working patterns, depending on the workand the team’s needs. Details of what this means for each role willbe shared upon application. In some cases, the flexibility we canoffer is limited by local legal, regulatory, tax, or otherconsiderations, and where this is the case, we will collaboratewith you to find the best solution. Please talk to us to find outmore about what this could look like for you.Equal Opportunitiesat ArmArm is an equal opportunity employer, committed toproviding an environment of mutual respect where equalopportunities are available to all applicants and colleagues. Weare 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.