Job Overview: Arm is using Machine Learning and DataScience 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 ToHave” Skills and Experience: ● Experience of high-level programminglanguages such as CC++. ● Experience of EDA simulation, debug andcoverage tools and using them in batch workflows. ● Anunderstanding of machine-readable file formats, such as JSON. ●Experience of version control systems (e.g. Git) and continuousintegration testing (e.g. using Jenkins). ● Knowledge of cloudcomputing services. In Return: In return all Arm employees areprovided with vital training to succeed in their respective roles.As well as a friendly and high-performance working environment, Webelieve great ideas come from a vibrant and inclusive workplacewhere everyone can grow, succeed, and share their outstandingcontributions. In this role you will be working with extraordinaryengineering teams spanning multiple fields, providing a greatopportunity for expanding your expertise while also deliveringmeasurable improvements to verification efficiency. #LI-KD1Accommodations at Arm At Arm, we want our people to Do GreatThings. 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 Arm Arm’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 Arm Arm 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.
