Senior Verification Engineer
3 weeks ago
Arm is leveraging 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.
Responsibilities- Work directly with verification teams across engineering groups and product lines to embed the latest ML4V technologies into testbenches and project workflows.
- Improve the overall efficiency of verification by integrating ML4V into production environments, optimizing testbenches and workflows, and improving test generation and data visibility.
- Support the evaluation of emerging ML technologies developed within Arm and those from EDA partners.
- Debug ML4V issues and work with ML4V Engineering and/or DevOps to resolve them, while developing interim patches to ensure service continuity.
- Collaborate with data scientists to identify and extract testbench data that could improve ML models.
- Report on the overall ML4V user experience and project requirements, feeding this information into the ML4V roadmap.
- 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.
- 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.
At Arm, we want our people to Do Great Things. We believe in bringing people together face to face to enable us to work at pace, whilst recognizing the value of flexibility. We empower groups/teams to determine their own hybrid working patterns, depending on the work and the team's needs.
We are 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.
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