AI/ML System Simulation Engineer

About Marvell

Marvell’s semiconductor solutions are the essential building blocks of the data infrastructure that connects our world. Across enterprise, cloud and AI, automotive, and carrier architectures, our innovative technology is enabling new possibilities. 

At Marvell, you can affect the arc of individual lives, lift the trajectory of entire industries, and fuel the transformative potential of tomorrow. For those looking to make their mark on purposeful and enduring innovation, above and beyond fleeting trends, Marvell is a place to thrive, learn, and lead. 

Your Team, Your Impact

The AI/ML Solutions team builds scalable, high-fidelity system simulation frameworks that drive architectural innovation and performance analysis for AI/ML workloads at extreme scale.
These simulations enable deep insights into compute, memory, and network subsystems, supporting design decisions and tradeoff evaluations across complex system architectures.

What You Can Expect

• Design, implement, and validate components for high-fidelity system simulations.
• Develop and maintain system-level and behavioral models tailored to AI/ML architectures.
• Test and characterize simulation models to ensure accuracy and scalability.
• Collaborate with software engineers to integrate new simulation features and improve existing capabilities.
• Contribute to performance projection and architectural tradeoff analysis through simulation-driven insights.

What We're Looking For

• Candidate MUST have a bachelor's degree and/or Master's Degree in Computer Science, Electrical Engineering, or a related technical field.
• Strong programming skills in C++ and Python.
• Familiarity with parallel computing and network simulations.
• Experience with version control systems like Git.
• Excellent problem-solving skills and attention to detail.
• Ability to work independently and as part of a team.

Qualifications:

• Strong background in system architecture, modeling, or simulation.
• Experience with AI/ML workload characterization and performance analysis.
• Proficiency in simulation tools and programming languages (e.g., Python, C++, SystemC).
• Ability to work cross-functionally in a fast-paced, research-driven environment.
• System Performance Analysis: Expertise in profiling, benchmarking, and optimizing hardware/software systems.
• Analytical Thinking: Strong problem-solving skills for root cause analysis across hardware/software boundaries.

Expected Base Pay Range (USD)

168,920 - 253,000, $ per annum

The successful candidate’s starting base pay will be determined based on job-related skills, experience, qualifications, work location and market conditions. The expected base pay range for this role may be modified based on market conditions.

Additional Compensation and Benefit Elements 

At Marvell, we offer a total compensation package with a base, bonus and equity.Health and financial wellbeing are part of the package. That means flexible time off, 401k, plus a year-end shutdown, floating holidays, paid time off to volunteer. Have a question about our benefits packages - health or financial? Ask your recruiter during the interview process.

All qualified applicants will receive consideration for employment without regard to race, color, religion, sex, national origin, sexual orientation, gender identity, disability or protected veteran status.

Any applicant who requires a reasonable accommodation during the selection process should contact Marvell HR Helpdesk at [email protected].

Interview Integrity
 

As part of our commitment to fair and authentic hiring practices, we ask that candidates do not use AI tools (e.g., transcription apps, real-time answer generators like ChatGPT, CoPilot, or note-taking bots) during interviews.
 
Our interviews are designed to assess your personal experience, thought process, and communication skills in real-time. If a candidate uses such tools during an interview, they will be disqualified from the hiring process.

This position may require access to technology and/or software subject to U.S. export control laws and regulations, including the Export Administration Regulations (EAR). As such, applicants must be eligible to access export-controlled information as defined under applicable law. Marvell may be required to obtain export licensing approval from the U.S. Department of Commerce and/or the U.S. Department of State. Except for U.S. citizens, lawful permanent residents, or protected individuals as defined by 8 U.S.C. 1324b(a)(3), all applicants may be subject to an export license review process prior to employment.

#LI-AP1