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Lead AI Systems Engineer for Distributed ML Frameworks(Apply in minutes)


Job details
  • ARM
  • Manchester
  • 3 days ago

Job Overview:Are you a skilled and motivated engineerwith a strong background in optimised system design suchdistributed systems and high-performance concurrency? We arebuilding the future of computing, on Arm. We want to make Arm-basedhardware the natural choice for ML in the datacenter. To that end,we truly believe that major machine learning frameworks used to runAI must be highly performant. Our team is a diverse, dedicated andinclusive group from all over the world based in Arms stylishoffices at the heart of Manchester. We work on all aspects ofresearching, developing and delivering highly optimised MLframeworks into the Arm ecosystem across many ML models. This rolewill directly contribute to key open source ML frameworks such asTensorFlow and PyTorch. In addition, Arm is owner and advocate ofthe underlying technologies, such as Compute Library, that act asbasic building blocks to form the high-quality and performantsoftware. In collaboration with colleagues from Manchester andCambridge you will work on delivering optimised software forserver-class hardware, and integrate it with ML software frameworksand libraries for deployment on our partners hardware. We work withexciting technology, help to implement new algorithms, and optimisefor the latest Arm server hardware. Our work has high impact in theML ecosystem, with possibility to engage with partners and thecommunity. Responsibilities:Your role as a Senior Software Engineerwill require you to: ● Optimise ML software to utilise the fullpotential of Arms line of Neoverse cores for datacentre and clouduses-cases at high core counts. ● Work with development teams basedfrom compilers and libraries to extend the capabilities of ComputeLibrary to meet the unique demands of ML workloads on servers. ●Improve Compute Library API to support flawless integration with MLframeworks. ● Extend ML frameworks to simplify integration withCompute Library Required Skills and Experience : ● Softwaredevelopment, with very good programming skills, preferably C++ andPython. ● Excellent understanding of parallel programmingprimitives and constructs. ● Ability to quickly investigate anddebug large software frameworks. ● Optimising code for performance.● A real passion for software development. ● Very goodinterpersonal, collaboration and communication skills. ● Curiosityto make a positive impact, both in our team, and in the wider Armecosystem. ● A degree, or higher, in a computational or numeratesubject, or experience in a related field. Note: Training may beprovided if you have only a subset of these key skills! “Nice ToHave” Skills and Experience:The following is a selection of skillsused across our projects. You do not need to have experience withany of these to apply or succeed in your application. ● Experiencewith one or more of: NEON, SVE, SVE2, and Arm assembler. ●Experience with TensorFlow, PyTorch, ONNXRuntime, andor oneDNN. ●Open source community citizenship including code commits andreviews. ● Basic Linux administration, particularly installationand maintenance. In Return:You will be joining an outstandingcompany! We strive to provide an open and accepting environmentwhere you are encouraged to share your ideas and opinions; whichenables collective innovation and creativity, and supports yourprofessional and personal growth. In addition, we enjoy 25 days ofannual leave as well as progressive parental leave, support forflexible and hybrid working, and many other benefits that Armoffers. #LI-JB1 Accommodations at ArmAt Arm, we want our people toDo Great Things. If you need support or an accommodation to Be YourBrilliant Self during the recruitment process, please . To note, by sending us the requestedinformation, you consent to its use by Arm to arrange forappropriate accommodations. All accommodation requests will betreated with confidentiality, and information concerning theserequests 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 to providingan environment of mutual respect where equal opportunities areavailable to all applicants and colleagues. We are a diverseorganization of dedicated and innovative individuals, and don’tdiscriminate on the basis of race, color, religion, sex, sexualorientation, gender identity, national origin, disability, orstatus as a protected veteran.

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