RFIC Layout & Design Automation

Job description

Overview

Keysight is at the forefront of technology innovation, delivering breakthroughs and trusted insights in electronic design, simulation, prototyping, test, manufacturing, and optimization. Our ~15,000 employees create world-class solutions in communications, 5G, automotive, energy, quantum, aerospace, defense, and semiconductor markets for customers in over 100 countries. Learn more about what we do. Our award-winning culture embraces a bold vision of where technology can take us and a passion for tackling challenging problems with industry-first solutions.

We believe that when people feel a sense of belonging, they can be more creative, innovative, and thrive at all points in their careers. We are seeking a highly skilled R&D Engineer to develop next-generation layout and design automation technologies for RFIC, analog, and microwave applications. The role is primarily focused on RFIC layout, parameterized layout generation, and layout automation, complemented by Python-based automation, simulation-driven optimization, and machine learning.

Responsibilities

Develop RFIC, analog, and microwave layouts, including parameterized and reusable layout structures. Develop automated parameterized layout generation capabilities that translate circuit and design parameters into design-rule-compliant physical layouts. Design and implement layout automation including geometry generation, placement, routing, symmetry, design-rule constraints, and EM-aware design. Integrate layout generation with circuit and EM simulation to support parameter exploration, design-space analysis, and optimization.

Develop Python-based tools and scalable software for automated layout and design workflows. Apply optimization and machine learning techniques, including surrogate modeling and Bayesian optimization, to accelerate design exploration and convergence. Collaborate with RFIC designers and software engineers to deliver production-quality design automation capabilities.

Qualifications

MS or PhD in Electrical Engineering, Computer Engineering, Computer Science, EDA/CAD, or a related discipline. Strong hands-on experience in RFIC, analog, microwave, or mixed-signal layout and design. Experience with RFIC passive and active components such as inductors, transformers, transmission lines, filters, matching networks, mixers, and power amplifiers. Deep hands-on experience in parameterized layout generation and PCell development, including automated generation of design-rule-compliant layouts from circuit and design parameters.

Strong understanding of semiconductor layout methodologies, design rules, physical verification, parasitics, and EM-aware design practices. Strong programming experience in Python; C++ experience is a plus. Experience with circuit and/or EM simulation, design optimization, and semiconductor design automation tools. Strong problem-solving and software development skills with the ability to translate complex design workflows into scalable automation solutions.

Preferred Qualifications

Experience with machine learning frameworks such as PyTorch, TensorFlow, or scikit-learn. Knowledge of surrogate modeling, design-space exploration, Bayesian optimization, or other optimization techniques. Familiarity with ADS, Cadence Virtuoso, EM simulation tools, or similar EDA platforms. Experience applying machine learning or intelligent optimization to semiconductor design workflows. Experience working in Agile software development environments.

The level of role will be based on applicable experience, education and skills; Most offers will be between the minimum and the midpoint of the Salary Range listed below.

CA pay range

MIN $129,450- MAX $215,740 Note: For other locations, pay ranges will vary by region This role is eligible for our Keysight Results Bonus Program US Employees may be eligible for the following benefits: Medical, dental and vision Health Savings Account Health Care and Dependent Care Flexible Spending Accounts Life, Accident, Disability insurance Business Travel Accident and Business Travel Health 401(k) Plan Flexible Time Off, Paid Holidays Paid Family Leave Discounts, Perks Tuition Reimbursement Adoption Assistance ESPP (Employee Stock Purchase Plan) Restricted Stock Units Careers Privacy Statement Keysight is an Equal Opportunity Employer Keysight Technologies Inc. is an equal opportunity employer.

Qualified applicants will receive consideration for employment without regard to race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability or any other protected categories under all applicable laws.