Material Modeling and Simulation Engineer
21 days ago San Jose, CA
About us
Working at Apple means doing more than you ever thought possible and having more impact than you ever imagined.
- Size: 10,000+ employees
- Industry: Technology: Manufacturing
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Imagine being part of the team that ensures every Apple product performs exactly as designed - before a single prototype is built. Apple's Hardware Engineering organization is home to some of the most advanced simulation and signal integrity work in the industry, developing the foundational methodologies that connect virtual models to physical reality. Our work spans every product line - from iPhone to Mac to Vision Pro - empowering engineers across Apple to make confident design decisions faster and with greater precision, all in service of creating products that enrich people's lives.
You'll join the Material Modeling Team, a group whose mission is to elevate simulation confidence to the point where it reliably supports critical design decisions. We deliver on this through two foundational pillars: methodology development in close partnership with product teams, and material model generation and validation across the environmental conditions that matter to real products. As a Material Modeling and Simulation Engineer, you'll develop and validate simulation methodologies that drive strong correlation between simulation results and physical measurements - partnering with hardware engineering teams across multiple product divisions to accelerate development and reduce reliance on physical builds.
Description
You'll focus on improving PCB material modeling quality and simulation-to-measurement correlation to inform design decisions for new technologies and designs. You thrive on bridging the gap between modeled and measured results, enjoy cross-functional collaboration with hardware engineering teams, and are motivated to drive adoption of proven methodologies across a diverse set of products.","responsibilities":"Working closely with product teams, you'll develop, validate, and refine simulation methodologies which enable correlation with measurements.
Developing and validating methodologies is core to this role - you'll generate PCB material models across user-defined environmental conditions, including temperature and humidity permutations.
Through workshops, office hours, and direct collaboration, you'll support product teams in adopting improved correlation methodologies.
Expanding correlation methodology coverage across multiple EM simulation tools - including HFSS 3D Layout, CST, ADS, and Clarity - will be a key part of your impact.
You'll apply AI and ML techniques to EM Simulation Methodologies.
Your work will contribute to formal PCB material validation processes that support sign-off for new material families and maintain the integrity of the PCB material database.
Preferred Qualifications
PhD in Electrical Engineering or a relevant field.
A deep understanding of PCB material characterization methods and material property modeling across environmental conditions is part of your expertise.
Experience with VNA-based S-parameter measurement, TRL/TDR calibration, and de-embedding workflows.
Strong understanding of simulation-to-measurement correlation workflows, including de-embedding techniques.
Excellent communication, presentation, and organizational skills to collaborate effectively across teams.
Minimum Qualifications
Master's degree in Electrical Engineering or a relevant field of study.
3+ years of related work and relevant academic experience.
Hands-on experience with EM simulation vendor tools - such as HFSS or similar
Expertise in AI/ML methodologies - such as DNN, PINN, or gradient boosting
Good understanding of Electromagnetics.
Experience with scripting languages.
Pay & Benefits
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $120,900 and $249,000, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
You'll join the Material Modeling Team, a group whose mission is to elevate simulation confidence to the point where it reliably supports critical design decisions. We deliver on this through two foundational pillars: methodology development in close partnership with product teams, and material model generation and validation across the environmental conditions that matter to real products. As a Material Modeling and Simulation Engineer, you'll develop and validate simulation methodologies that drive strong correlation between simulation results and physical measurements - partnering with hardware engineering teams across multiple product divisions to accelerate development and reduce reliance on physical builds.
Description
You'll focus on improving PCB material modeling quality and simulation-to-measurement correlation to inform design decisions for new technologies and designs. You thrive on bridging the gap between modeled and measured results, enjoy cross-functional collaboration with hardware engineering teams, and are motivated to drive adoption of proven methodologies across a diverse set of products.","responsibilities":"Working closely with product teams, you'll develop, validate, and refine simulation methodologies which enable correlation with measurements.
Developing and validating methodologies is core to this role - you'll generate PCB material models across user-defined environmental conditions, including temperature and humidity permutations.
Through workshops, office hours, and direct collaboration, you'll support product teams in adopting improved correlation methodologies.
Expanding correlation methodology coverage across multiple EM simulation tools - including HFSS 3D Layout, CST, ADS, and Clarity - will be a key part of your impact.
You'll apply AI and ML techniques to EM Simulation Methodologies.
Your work will contribute to formal PCB material validation processes that support sign-off for new material families and maintain the integrity of the PCB material database.
Preferred Qualifications
PhD in Electrical Engineering or a relevant field.
A deep understanding of PCB material characterization methods and material property modeling across environmental conditions is part of your expertise.
Experience with VNA-based S-parameter measurement, TRL/TDR calibration, and de-embedding workflows.
Strong understanding of simulation-to-measurement correlation workflows, including de-embedding techniques.
Excellent communication, presentation, and organizational skills to collaborate effectively across teams.
Minimum Qualifications
Master's degree in Electrical Engineering or a relevant field of study.
3+ years of related work and relevant academic experience.
Hands-on experience with EM simulation vendor tools - such as HFSS or similar
Expertise in AI/ML methodologies - such as DNN, PINN, or gradient boosting
Good understanding of Electromagnetics.
Experience with scripting languages.
Pay & Benefits
At Apple, base pay is one part of our total compensation package and is determined within a range. This provides the opportunity to progress as you grow and develop within a role. The base pay range for this role is between $120,900 and $249,000, and your base pay will depend on your skills, qualifications, experience, and location.
Apple employees also have the opportunity to become an Apple shareholder through participation in Apple's discretionary employee stock programs. Apple employees are eligible for discretionary restricted stock unit awards, and can purchase Apple stock at a discount if voluntarily participating in Apple's Employee Stock Purchase Plan. You'll also receive benefits including: Comprehensive medical and dental coverage, retirement benefits, a range of discounted products and free services, and for formal education related to advancing your career at Apple, reimbursement for certain educational expenses - including tuition. Additionally, this role might be eligible for discretionary bonuses or commission payments as well as relocation. Learn more about Apple Benefits
Note: Apple benefit, compensation and employee stock programs are subject to eligibility requirements and other terms of the applicable plan or program.
Additional Information
- Salary: $120,900 – $249,000
- Posted: 21 days ago