Verification Engineer - AI/ML
ArmJob Title
Verification Engineer - AI/ML
Role Summary
As a verification engineer on Arm's AI/ML hardware team you will develop and validate RTL for machine learning and neural network IP, collaborating with global design centers to deliver next-generation silicon IP. The role focuses on simulation-based verification, verification strategy, and owning complex verification work packages. (Location: Lund, Sweden; hybrid working.)
Experience Level
Mid-level. Suitable for engineers with several years of digital verification experience; multiple experience levels may be considered.
Responsibilities
Primary responsibilities include:
- Develop and execute simulation-based verification plans for ML/NN RTL.
- Define verification strategy, write tests using constrained-random methodologies and UVM/SystemVerilog.
- Measure and improve coverage metrics and verification quality.
- Debug RTL and verification environments; triage and resolve design issues.
- Collaborate with global design teams and take ownership of complex work packages.
- Contribute to CI, version control workflows, and verification automation.
Requirements
Must-have and preferred skills:
- Must-have: Experience with simulation-based RTL verification, constrained-random verification, coverage-driven verification; familiarity with SystemVerilog and UVM.
- Must-have: Strong debugging and problem-solving skills; effective team communication.
- Nice-to-have: Team lead or mentoring experience; formal verification experience.
- Nice-to-have: Experience with C/C++ microarchitectural models, familiarity with Arm architecture and AMBA protocols.
- Nice-to-have: Experience with requirements definition/management, CI platforms, version control, and practical ML/neural network knowledge.
Education Requirements
Not specified.
About the Company
Company: Arm
Headquarters: Cambridge, United Kingdom
ARM is a global leader in semiconductor and software design, driving innovation in computing technology. The company specializes in designing processors and systems that provide the essential building blocks for electronic devices. ARM's architecture is widely used in smartphones, servers, and IoT devices, and its collaborative culture fosters bold thinking, diversity, and high-impact benefits for its talented workforce.
