Job Overview:Arm is using Machine Learning andData Science techniques to empower verification teams to makedata-driven decisions and is building automated workflows thatenable our engineers to deliver more complex products. We arelooking for a creative and versatile senior verification engineerto join the Machine Learning for Verification (ML4V) team in ArmsProductivity Engineering group and deliver the full potential ofML4V across Arm engineering. ##Responsibilities:You will workdirectly with verification teams across engineering groups andproduct lines, embed the latest ML4V technologies into testbenchesand project workflows, and improve the overall efficiency ofverification. This includes: * Integrating ML4V into productionenvironments, and optimising testbenches and workflows to maximisethe benefits of deployment. This will include improving testgeneration and data visibility while ensuring that these changescontinue to meet the projects verification goals. * Supporting theevaluation of emerging ML technologies developed within Arm as wellas those from EDA partners. * Debugging ML4V issues, working incollaboration with ML4V Engineering andor DevOps through toresolution, while also developing interim patches to ensure servicecontinuity. * Working with data scientists to identify and extracttestbench data that could improve the ML models. * Reporting on theoverall ML4V user experience and project requirements (includingfuture requirements) and feeding these into the ML4V roadmap. ##Required Skills and Experience :* Proficiency in a hardwareverification language, preferably System VerilogUVM, and developingcoverage-driven constrained-random verification environments. *Experience in all stages of the verification lifecycle for complexIP. * Experience of interpreted scripting languages (ideallyPython) or shell scripting. * Strong communication skills. ##“Nice To Have” Skills and Experience :* Experience ofhigh-level programming languages such as CC++. * Experience of EDAsimulation, debug and coverage tools and using them in batchworkflows. * An understanding of machine-readable file formats,such as JSON. * Experience of version control systems (e.g. Git)and continuous integration testing (e.g. using Jenkins). *Knowledge of cloud computing services. ##In Return:In returnall Arm employees are provided with vital training to succeed intheir respective roles. As well as a friendly and high-performanceworking environment, We believe great ideas come from a vibrant andinclusive workplace where everyone can grow, succeed, and sharetheir outstanding contributions. In this role you will be workingwith extraordinary engineering teams spanning multiple fields,providing a great opportunity for expanding your expertise whilealso delivering measurable improvements to verification efficiency.#LI-KD1 ##Accommodations at ArmAt Arm, we want our people toDo Great Things. If you need support or an accommodation toBe Your Brilliant Selfduring the recruitment process, pleaseemail . Tonote, by sending us the requested information, you consent to itsuse by Arm to arrange for appropriate accommodations. Allaccommodation requests will be treated with confidentiality, andinformation concerning these requests will only be disclosed asnecessary to provide the accommodation. Although this is not anexhaustive list, examples of support include breaks betweeninterviews, having documents read aloud or office accessibility.Please email us about anything we can do to accommodate you duringthe recruitment process. ##Hybrid Working at ArmArm’sapproach to hybrid working is designed to create a workingenvironment that supports both high performance and personalwellbeing. We believe in bringing people together face to face toenable us to work at pace, whilst recognizing the value offlexibility. 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. ##EqualOpportunities at ArmArm is an equal opportunity employer,committed to providing 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.
