Research Scientist - Computational Electromagnetics

KLA; United States; On-site; USD 106,000 - 155,000; Full time

Job summary

KLA in Ann Arbor, MI seeks engineers in Physics Modeling, HPC (GPU), ML, Data, or Cloud who want to push the boundaries of semiconductor metrology. You will work on cutting-edge algorithms and scalable software that power next-gen inspection tools across logic and memory devices, helping customers improve yield and performance.

You’ll collaborate with physicists, HPC designers, and data scientists to model complex imaging techniques, validate solutions, and productize innovations in C++/CUDA

Qualifications

• Doctorate in the physical sciences or engineering with at least 2 years of experience.
• Strong background in numerical simulations, especially in computational electromagnetics.
• Strong background in applied mathematics incl. inverse problems, optimization, computational geometry, linear algebra, PDEs, and statistics.
• Strong background in programming, performance profiling, memory optimization, and parallel computing.
• Proficient in machine learning algorithms.
• Proficient in C++, production-quality, object-oriented code.
• Experience in CUDA is a plus.
• Experience in semiconductors is a plus.
• Willingness to travel worldwide to support projects.

Responsibilities

• Research and invent next-generation electromagnetics solvers and algorithms for semiconductor metrology.
• Develop numerical models and algorithms using Matlab.
• Validate models and algorithms through testing procedures.
• Collaborate with Advanced Development and Applications teams on feasibility of new algorithms.
• Productize new algorithms in C++/CUDA and integrate into a C#-based software solution.
• Document theory and implementation; present findings internally and externally.
• Provide technical support during alpha and beta testing.
• Maintain algorithms and software throughout the tool life-cycle.

Skills

Numerical simulations

Inverse problems

Optimization algorithms

Computational geometry

Linear algebra

Partial differential equations

Statistics

High performance computing

C++ programming

Machine learning

CUDA programming

Education

Doctorate (Academic) in physical sciences/engineering

Master's degree or equivalent experience

Bachelor's degree or equivalent experience

Tools

MATLAB

CUDA

C#

C++

Job description

To make electronics, you need chips, wafers, transistors, reticles, and... To make these, you must see, test and manufacture them at scale - faster and better than ever before. That's where KLA comes in. Whether you're early in your career or an experienced professional, you'll solve complex challenges, work alongside brilliant minds and help shape the future of technology.

Group/Division

The Semiconductor Products and Customers (Semi PC) business unit designs, builds and sells KLA's product portfolio to help chip manufacturers meet high-quality standards for technologies like AI, data centers, automotive and electronic devices. Our inspection, metrology, and analytics systems detect and monitor defects across logic and memory chips, specialty semiconductors, wafers, reticles, advanced packaging, process equipment and materials. We also develop technologies for specialty processes, IC substrates, and PCB manufacturing, including etch and deposition, component inspection, and imaging and analytics. The Film and Scatterometry Technology (FaST) division delivers industry-leading metrology solutions essential to advanced semiconductor manufacturing. Its portfolio includes systems for measuring film thickness, critical dimensions, composition, and resistivity-key to developing and scaling next-gen IC processes. FaST partners closely with customers from early R&D through high-volume production, ensuring performance and process alignment.

What You'll Do

In this role, you will play a key part in advancing business priorities by delivering high-impact work across your area of expertise.

Company Overview

Calling the adventurers ready to join a company that is pushing the limits of nanotechnology to keep the digital revolution rolling. At KLA, we are making technology advancements that are bigger-tiniest than the world has ever seen.

Who are we? We research, develop, and manufacture the world's most advanced inspection and measurement equipment for the semiconductor and nanoelectronics industries. We enable the digital age by pushing the boundaries of technology, creating tools capable of finding defects smaller than a wavelength of visible light. We create smarter processes so that technology leaders can manufacture high-performance chips - the kind in that phone in your pocket, the tablet on your desk and nearly every electronic device you own - faster and better. We are passionate about creating solutions that drive progress and help people do what wouldn't be possible without us. The future is calling. Will you answer?

Group/Division

KLA has always had a close relationship with physics and data. Our optical and electron beam inspection and measurement tools use cutting edge physics models, both for hardware design and as part of their algorithms. AI, including several traditional machine learning techniques and deep learning are routinely used to process this data to meet application requirements.

The AI & Modeling Center of Excellence, centered in KLA's R&D facility in Ann Arbor, MI, was setup with the mission of advancing KLA's traditional strengths in physics and data and providing implementation solutions for multiple KLA Inspection and Metrology products targeted at the semiconductor manufacturing industry.

As a part of this group, you will be part of a world class team of physicists, HPC system designers, machine learning and application engineers who build cutting edge solutions for modeling complex imaging techniques and semiconductor processes. You will also work with a data scientists and AI infrastructure engineers whose mission is to build and scale machine learning based solutions for our semiconductor customers.

We are looking for engineers in a few different fields. If you are passionate about Physics Modeling, High Performance Computing - HPC (including GPU), ML, Data, or Cloud technologies - this is the place for you!

Responsibilities

• Researchandinnovatenext-generation electromagnetic solversand algorithmsfor semiconductor logic/memory device metrology
• Developnumerical models and algorithmsusingMatlab
• Understand when the models and algorithms break down and developtestingprocedures tovalidateassumptions in the models
• Work withAdvanced Development andApplications teams toconfirmthe feasibility ofthenewalgorithms
• Productize the new algorithms in C++/CUDA and integrate it into a C#-based software solution
• Document the theory and implementation of the new algorithms, andgive presentationsbothinternally and externallyregarding the work
• Provide technical support during alpha and beta testing
• Maintainnew and existing algorithmsand software solutionsthroughoutthe life-cycle of our tools

Qualifications

• Doctorate (Academic)in the physical sciences or engineering with at least 2 years of experience
• Strong background in numerical simulations, especially in computational electromagnetics
• Strong background in applied mathematics, especiallyininverse problems, optimizationalgorithms, computational geometry, linear algebra, partial differential equations, and statistics
• Strong background in computer programming, especially in performance profiling, memory optimization, and parallel computing
• Proficient in machine learning algorithms, especially in the theoretical background of different ML models
• Proficient in C++, especially in writingproduction-quality,object-oriented code
• Experience in CUDA is a plus
• Experience in semiconductors(electrical properties,manufacturing, andmetrology)is a plus
• Ability and willingness to travel worldwide to support projects at customer sitesis a plus

KLA is an Equal Opportunity Employer. Applicants will be considered for employment without regard to age, race, color, religion, sex, sexual orientation, gender identity, national origin, protected veteran status, disability, or any other characteristics protected by applicable law.

Minimum Qualifications

Doctorate (Academic) , Master's Level Degree or work experience of 2 years , Bachelor's Level Degree or work experience of 3 years

About KLA

We provide advanced inspection tools, metrology systems, process solutions, and computational analytics that make electronics possible, tackling complex challenges. From electron and photon optics to machine learning and data analytics, we seek perfection at the most fundamental level of matter in the universe. If you want to make electronics that push industries forward and make the world a better place, join us.

Total Rewards

Base Pay Range: $105,900.00 - $155,300.00 AnnuallyPrimary Location: USA-MI-Ann Arbor-KLA

KLA's total rewards package for employees may also include participation in performance incentive programs and eligibility for additional benefits including but not limited to: medical, dental, vision, life, and other voluntary benefits, 401(K) including company matching, employee stock purchase program (ESPP), student debt assistance, tuition reimbursement program, development and career growth opportunities and programs, financial planning benefits, wellness benefits including an employee assistance program (EAP), paid time off and paid company holidays, and family care and bonding leave.

Interns are eligible for some of the benefits listed. Our pay ranges are determined by role, level, and location. The range displayed reflects the pay for this position in the primary location identified in this posting. Actual pay depends on several factors, including state minimum pay wage rates, location, job-related skills, experience, and relevant education level or training. We are committed to complying with all applicable federal and state minimum wage requirements where applicable. If applicable, your recruiter can share more about the specific pay range for your preferred location during the hiring process.

Use of AI Statement

At KLA, our interviews seek to understand your individual skills, problem-solving approach and authentic thinking. To ensure a fair and consistent evaluation, the use of AI, recording tools or other technologies to generate, suggest or provide responses during interviews- whether virtual or in person is not permitted unless explicitly approved in advance as part of a reasonable accommodation or invited by the interviewer. Use of these tools may interfere with our ability to evaluate your individual qualifications and affect your candidacy. KLA is committed to advancing innovation through responsible AI, and we value candidates who share this mindset.

Equal Opportunity Statement

KLA is proud to be an Equal Opportunity Employer. We will ensure that qualified individuals with disabilities are provided reasonable accommodation to participate in the job application or interview process, to perform essential job functions, and to receive other benefits and privileges of employment. Please contact us at [e-mail] or at [phone] to request accommodation.

For additional information, view the US Know Your Rights poster on the U.S. Equal Employment Opportunity Commission website.