Job Overview:Arm is using Machine Learning and Data Science techniques to empower verification teams to make data-driven decisions and is building automated workflows that enable our engineers to deliver more complex products.We are looking for a creative and versatile senior verification engineer to join the "Machine Learning for Verification" (ML4V) team in Arm's Productivity Engineering group and deliver the full potential of ML4V across Arm engineering.Responsibilities:You will work directly with verification teams across engineering groups and product lines, embed the latest ML4V technologies into testbenches and project workflows, and improve the overall efficiency of verification.This includes:Integrating ML4V into production environments, and optimising testbenches and workflows to maximise the benefits of deployment. This will include improving test generation and data visibility while ensuring that these changes continue to meet the project's verification goals.Supporting the evaluation of emerging ML technologies developed within Arm as well as those from EDA partners.Debugging ML4V issues, working in collaboration with ML4V Engineering and/or DevOps through to resolution, while also developing interim patches to ensure service continuity.Working with data scientists to identify and extract testbench data that could improve the ML models.Reporting on the overall ML4V user experience and project requirements (including future requirements) and feeding these into the ML4V roadmap.Required Skills and Experience :Proficiency in a hardware verification language, preferably System Verilog/UVM, and developing coverage-driven constrained-random verification environments.Experience in all stages of the verification lifecycle for complex IP.Experience of interpreted scripting languages (ideally Python) or shell scripting.Strong communication skills.“Nice To Have” Skills and Experience :Experience of high-level programming languages such as C/C++.Experience of EDA simulation, debug and coverage tools and using them in batch workflows.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 return all Arm employees are provided with vital training to succeed in their respective roles. As well as a friendly and high-performance working environment,We believe great ideas come from a vibrant and inclusive workplace where everyone can grow, succeed, and share their outstanding contributions. In this role you will be working with extraordinary engineering teams spanning multiple fields, providing a great opportunity for expanding your expertise while also delivering measurable improvements to verification efficiency.#LI-KD1Accommodations at ArmAt Arm, we want our people toDo Great Things . If you need support or an accommodation toBe Your Brilliant Selfduring the recruitment process, please . To note, by sending us the requested information, you consent to its use by Arm to arrange for appropriate accommodations. All accommodation 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.Hybrid Working at ArmArm’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.Equal Opportunities at ArmArm 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.
