Analog Devices, Inc

Staff Design Verification Engineer (AI/ML)

Analog Devices, Inc$120K — $150K *
Enterprise Technology
5 - 7 years of experience
Job Overview by Ladders

Qualifications

  • MSEE or MSCE with 7+ years of IC verification experience, or PhD with 5+ years (BSEE/BSCE with equivalent depth considered)
  • Strong proficiency in SystemVerilog and UVM for mixed-signal products
  • Demonstrated ability to deliver verification through tape-out sign-off
  • Solid Python scripting skills for AI/ML in verification
  • Knowledge of formal verification and clock domain crossing analysis
  • Proficient with Cadence verification tools like Xcelium and JasperGold
  • Excellent technical writing and communication skills

Responsibilities

  • Apply AI/ML methodologies for failure clustering, regression triage, and coverage optimization
  • Develop and execute verification plans for mixed-signal IC blocks
  • Build and maintain SystemVerilog/UVM testbenches and automated checkers
  • Perform functional coverage analysis and ensure coverage closure
  • Support silicon correlation by comparing simulations with lab measurements
  • Participate in verification reviews to assess coverage and methodology
  • Collaborate with cross-functional teams to align verification with real-world use-cases

Benefits

  • Opportunity to work with cutting-edge AI/ML technologies
  • Involvement in multi-business unit projects enhancing product quality
  • Collaborative work environment fostering innovation
  • Access to advanced Cadence verification tools
  • Potential to take on leadership roles in verification improvement initiatives
Full Job Description
About the Role

As a Staff Design Verification Engineer, you will develop and execute verification strategies for complex analog and mixed-signal ICs, from test planning through coverage closure. You will apply AI/ML techniques to improve regression efficiency, debug throughput, and coverage analysis. Your work will contribute to product quality and delivery across multiple business units, ensuring ADI's next-generation mixed-signal and power management products meet rigorous quality standards.
Key Responsibilities
  • Apply AI/ML methodologies for failure clustering, regression triage, anomaly detection, and coverage optimization
  • Develop and execute verification plans, defining coverage models and success metrics for mixed-signal IC blocks and subsystems
  • Build and maintain SystemVerilog/UVM testbenches, monitors, scoreboards, and automated checkers for mixed-signal verification
  • Perform functional coverage analysis and drive coverage closure toward tape-out readiness
  • Support silicon correlation by comparing simulation expectations against lab measurements and refining tests based on results
  • Participate in verification reviews, contributing technical analysis on coverage completeness and methodology improvements
  • Collaborate with design, applications, and test teams to ensure verification reflects real use-cases and operating conditions
Required Skills and Experience
  • MSEE or MSCE with 7+ years of IC verification experience, or PhD with 5+ years (BSEE/BSCE with equivalent depth considered)
  • Strong proficiency in SystemVerilog and UVM with experience building coverage-driven verification environments for mixed-signal products
  • Demonstrated ability to deliver verification through tape-out sign-off and production release
  • Solid Python scripting skills with experience applying AI/ML techniques to enhance verification productivity
  • Knowledge of formal verification, assertion-based methodology, and clock domain crossing analysis
  • Proficiency with Cadence verification tools: Xcelium (simulation), JasperGold (formal verification)
  • Excellent presentation, technical writing, and communication skills
Preferred Qualifications
  • Curiosity and initiative to explore AI/ML techniques and emerging tools that can transform verification workflows, with an enthusiasm for discovering more effective ways of working
  • Experience with mixed-signal and AMS verification techniques including Verilog-AMS, real-number modeling, and behavioral abstraction
  • Experience with gate-level simulation, SDF back-annotation, and post-layout verification
  • Strong analytical and problem-solving abilities
  • Ability to work effectively in a collaborative team environment
Technical Scope
  • Application of AI/ML-driven workflows for regression analytics, failure classification, and debug acceleration
  • Block-level and subsystem-level verification ownership from specification analysis through coverage closure
  • Mixed-signal verification environment development including analog behavioral modeling and digital-analog interface checking
  • Test plan authoring, coverage model implementation, and regression management
Collaboration and Impact
  • Share AI/ML-driven improvements to verification workflows and best practices with team members
  • Work with design, applications, and test teams to translate product requirements into verification coverage that reflects real operating conditions
  • Contribute to verification reviews and cross-team technical discussions


For positions requiring access to technical data, Analog Devices, Inc. may have to obtain export licensing approval from the U.S. Department of Commerce - Bureau of Industry and Security and/or the U.S. Department of State - Directorate of Defense Trade Controls. As such, applicants for this position - except US Citizens, US Permanent Residents, and protected individuals as defined by 8 U.S.C. 1324b(a)(3) - may have to go through an export licensing review process.

Job Req Type: Experienced

Required Travel: No

Shift Type: 1st Shift/Days

About Analog Devices, Inc

Analog Devices (NYSE: ADI) defines innovation and excellence in signal processing. ADI's analog, mixed-signal, and digital signal processing (DSP) integrated circuits (IC) play a fundamental role in converting, conditioning, and processing real-world phenomena such as light, sound, temperature, motion, and pressure into electrical signals to be used in a wide array of electronic equipment. But that doesn't begin to capture the essence of what Analog Devices does for their customers, and ultimately for the end user.

Analog Devices, Inc Careers

Joining Analog Devices, Inc (ADI) offers an unparalleled opportunity to be part of a team that prides itself on innovation, leadership, and a diverse and inclusive culture. As a global leader in the semiconductor industry, ADI is the perfect place to advance your career, whether you're a seasoned professional or just starting out. Work You’ll Do At Analog Devices, Inc, you will collaborate with some of the brightest minds in the industry, working on groundbreaking projects that shape the future of technology. Our commitment to innovation is unwavering, and we empower our team to explore new ideas and solutions. Be Part of a Great Team ADI is not just about individual achievements but about collective success. Our team culture is built on collaboration, where each member’s skills and insights are valued. We believe in nurturing our employees' growth through comprehensive professional and diversity training programs that foster an inclusive environment. Innovate and Lead Step into a role at ADI and you’ll find yourself at the intersection of technology and innovation. Our leadership in designing and manufacturing semiconductor products allows us to push boundaries and think outside the box. Your work here leads to the development of solutions that not only meet but exceed our clients' expectations. Career Growth and Opportunities Your career at Analog Devices, Inc is filled with endless possibilities. We offer a variety of job opportunities across multiple functions, ensuring that your career trajectory is in your hands. From engineering to marketing, and from sales to research and development, every position contributes to our global success. Internship Programs Start your career journey with an internship at ADI, where you can apply your academic knowledge in a real-world setting. Our internships provide a robust platform for learning and development, making you job-ready and equipped with practical skills that stand out in your resume. Benefits and Culture Choosing a career at Analog Devices, Inc means more than just employment. It signifies becoming part of a company that values your well-being and professional development. Our benefits package is designed to support not only your individual needs but also those of your family, encompassing health, finance, and work-life balance. Join Our Team Explore the job opportunities and open positions on our Careers page. We are continuously hiring new talents who are passionate, curious, and eager to make a difference. Sharpen your skills through our training programs and prepare for your interview with confidence. Networking and Professional Development At ADI, networking and professional development are part of our DNA. Engage with leaders and peers through various events and platforms, enhancing your career prospects and gaining insights that are integral to professional growth. Stay Connected Keep up to date with the latest at Analog Devices, Inc by following our Careers Blog. Gain insider perspectives and industry-leading insights that can help you navigate your career path at ADI. Job Alert Emails Personalize your subscription to receive job alerts and the latest news tailored to your preferences. Discover the exciting and rewarding career opportunities waiting for you at Analog Devices, Inc. Join Analog Devices, Inc today and be part of a company that thrives on innovation, values diversity, and is dedicated to your professional growth.
Learn more about Analog Devices, Inc
Size
24,700 employees
Market Cap
$82.5 billion
Industry
Net Income
$1.4 billion
Founded
1965
5 Year Trend
+18%
Revenue
$5.8 billion
NASDAQ

Similar Jobs

More Jobs at Analog Devices, Inc

More Enterprise Technology Jobs

Find similar Staff Design Verification Engineer (AI/ML) jobs: