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Arm Limited seeks a role at the intersection of machine learning, systems optimization, and developer experience to enable efficient deployment of AI models on Arm-based devices. You will apply tiling, quantization, pruning, and LoRA techniques to transform large foundation models into production-ready, edge-friendly versions.
You will profile and analyze the full stack from applications to architecture, collaborate with engineering and product teams, and produce high-quality content such as
At Arm,we’reenabling AI and applicationsfromthe most influence developers in Chinato run everywhere—from cloud to edge—powering billions of devices worldwide!
This role sits at the intersection of machine learning, systems optimization, and developer experience, with a focus on enabling efficient deployment of AI models on Arm-based devices.You will work hands-on with model optimization techniques such as tiling, quantization, pruning etc. to help developers transform large foundation models into production-ready, resource-efficient versions that run locally on edge and mobile hardware.You will work on developer’s applications based on standard software stacks and frameworks by integrating arm-based AI technologies to boost performance of their models and frameworks much earlier before the technologies go to market.You will do in-depth profiling and analysis of the whole solution stack all the way from application usage down to the architecture even before silicon is available to use.You’ll work closely with engineering and product teams to identify friction in SDKs, runtimes, tooling or even silicon for app developer adoption of Arm technologies. You will advocate for improvements across areas like on-device inference, model deployment, etc. through high quality contents like white papers, talks, demos etc., in various developer events.
Success of this role means enablement of Arm AI technologies in highly influential AI applications before technologies go to market and equally important to drive in-depth insights based on analysis of the full system behavior to design better future products.
Strongproblem solving andanalysis skills.Articulateand clarity intechnical issues and deliverables in reports or meetings.Ability to explain sophisticated systems to a range of audiences
Understanding ofneural network (e.g.LLM, CNN etc.) and deploy efficient AI modelson devicethrough optimization techniquesand toolsliketiling,quantization, pruning, andLoRA/PEFTetc.
Familiarity with MLframeworks(e.g.,Pytorch,LiteRT,TensorRT, Core ML)and partner with ML frameworks and tooling ecosystems tooptimizeruntimes and ensure production readiness.
Develop technical guides, tutorials, and benchmarkingandanalysisreports focused on performance and efficiency on Arm platforms.
Strong debugging,profilingand analysis skills of full software stacksonarm baseddevices:mobile (Android) tocloud (server/Linux).Strong experience in Python, Embedded, C/C++.
Passionin the above areasandgreatflexibility to work onvariousAI applicationsfrom 3rd parties
Contributions to developer ecosystemsthrough high qualitycontentslike white papers, blogs, talks, demos andopen sourceengagements.
Experience with automotive/roboticssoftwareand applications like Android automotive, IVI or ADAS will be a big PLUS
Understanding of hardwareand systemarchitectures(compute, memory,PCIe,mesh,thermal)in a big PLUS
Systems-level understanding of performance optimization onCPUs,NPUsandaccelerators.
Experience with edge-to-cloud applications (mobile or IoT + cloud integration)
Familiarity with model formats and optimization (e.g., ONNX, quantization,TFLite)
Familiarity with modern cloud infrastructure (containers, Kubernetes, serverless)
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At Arm, we believe progress happens when people are empowered to think bigger and push beyond what seems possible. Our 10x mindset is about curiosity, ambition and creating impact that will be used by millions. We learn fast, prioritise collaboration and turn bold ideas into real technology. We look for people who are inspired by this way of working and want to grow in an environment where bold ideas are welcomed. Discover how the 10x mindset shapes life at Arm: https://careers.arm.com/10x-mindset
At Arm, we embrace the benefits AI can bring, including in recruitment. You may use AI to support your preparation, such as improving the clarity of written responses, practicing interview questions, or learning more about our industry. However, your application and interview responses must reflect your own thinking, experience, and abilities. We want to understand your authentic perspective, creativity, and approach to problem solving. As such, you may not use AI to complete assigned tasks as part of any assessments. If you plan to use AI-supported or assistive technologies as part of a reasonable adjustment, please contact accommodations@arm.com so we can support you.
At Arm, we want to build extraordinary teams. If you need an adjustment or an accommodation during the recruitment process, please email accommodations@arm.com. To note, by sending us the requested information, you consent to its use by Arm to arrange for appropriate accommodations. All accommodation or adjustment requests will be treated with confidentiality, and information concerning these requests will only be disclosed as necessary to provide the accommodation. Although this is not an exhaustive list, examples of support include breaks between interviews, having documents read aloud, or office accessibility. Please email us about anything we can do to accommodate you during the recruitment process.
Arm’s approach to hybrid working is designed to create a working environment that supports both high performance and personal wellbeing. We believe in bringing people together face to face to enable us to work at pace, whilst recognizing the value of flexibility. Within that framework, we empower groups/teams to determine their own hybrid working patterns, depending on the work and the team’s needs. Details of what this means for each role will be shared upon application. In some cases, the flexibility we can offer is limited by local legal, regulatory, tax, or other considerations, and where this is the case, we will collaborate with you to find the best solution. Please talk to us to find out more about what this could look like for you.
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.