applinity

Digital Mixed Signal Modeling Engineer

at Apple

Location

Austin, United States of America

Type

full time

Posted

2 weeks ago

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Job description

The PMU Digital Mixed Signal (DMS) team has a unique opportunity for engineers looking for a role that bridges digital and analog design. DMS engineers work closely with analog and digital designers to create SystemVerilog real-number models (RNM) of analog circuits, capturing key behaviors such as DC-DC converter regulation, overshoot/undershoot and ripples. These models are essential for high-speed digital/analog closed-loop simulations that typically run more than 100x faster than schematic-based simulations, providing vital productivity gains across the project lifecycle.
DMS simulations have been foundational to the PMU team's track record of meeting aggressive schedules while delivering industry-leading power converters. You will work at the intersection of analog and digital design — reading schematics, attending architecture and design reviews, building and debugging models, and correlating results against transistor-level simulations. In this role, you will gain deep exposure to full-chip integration, tapeout cycles, and silicon bring-up correlation across Apple's broad product portfolio.

Partner with analog designers to define model specifications, including transfer functions, timing behavior, non-idealities, and operating ranges
Develop SystemVerilog real-number models from analog schematics and design specifications
Verify models by model versus schematic simulations, and root-cause any mismatches
Create SystemVerilog testbenches for standalone model validation
Integrate models into full-chip DMS simulation environments in support of digital and analog mixed-signal verification teams
Maintain and evolve model libraries across project generations, ensuring accuracy and reusability
Develop model accuracy metrics and regression suites to track model quality over time
Participate in design reviews and architecture trade-off discussions with analog and digital teams
Automate modeling and analysis workflows using Python or similar scripting languages

A minimum of a bachelor's degree in relevant field and a minimum of 3 years of relevant industry experience.

Solid understanding of both digital and analog circuit fundamentals
Proficiency in Verilog or SystemVerilog
Ability to read and interpret analog schematics and simulation results
Excellent communication and cross-functional collaboration skills•
Experience with SystemVerilog real-number modeling (RNM) or wreal/EEnet methodology
Hands-on experience with power management circuits such as LDOs, buck converters, charge pumps, or voltage references
Familiarity with digital verification methodology (e.g., UVM, coverage-driven verification)
Experience with mixed-signal or digital simulation tools (e.g., Xcelium, Virtuoso)
Proficiency in Python or similar scripting for automation and analysis
Experience using LLM-based or AI-assisted coding tools for model or RTL development

Join our team at Apple developing the mixed-signal PMU ASICs at the heart of Apple's hardware products. PMUs contain mixed-signal functions such as throttling, system telemetry collection and processing, and a range of high-performance and high-efficiency power conversion blocks — including buck converters, LDOs, charge pumps, and voltage references — that have enabled Apple products' industry-leading battery life. As a member of our mixed-signal ASIC team, you will design, develop, and validate SystemVerilog real-number models of complex analog IPs that interface with digital control blocks. Your models will close the loop in digital mixed-signal simulations, helping find bugs in both the digital and analog portions of the design before silicon.

Apple is an equal opportunity employer that is committed to inclusion and diversity. We seek to promote equal opportunity for all applicants without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, disability, Veteran status, or other legally protected characteristics. Learn more about your EEO rights as an applicant

At Apple, we believe accessibility is a fundamental human right. You’ll find that idea reflected in everything here — in our culture, our benefits and our digital tools. By welcoming as many perspectives as possible, we help you build a career where you feel like you belong.

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Apple accepts applications to this posting on an ongoing basis.