Advanced Algorithm Intern at KLA

Milpitas, California, United States

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Not SpecifiedCompensation

InternshipExperience Level

Full TimeJob Type

UnknownVisa

Semiconductor, ElectronicsIndustries

Requirements

Currently pursuing a Ph.D. in Physics, Mathematics, Computer Science, Electrical Engineering, or a related field
Strong background in computational physics (electromagnetics preferred)
Experience implementing algorithms on HPC platforms (GPU experience is a plus)
Familiarity with computational electromagnetic methods (e.g., RCWA, FDTD, FEM)
Knowledge of machine learning for physics-based problems (e.g., Fourier Neural Operator, Physics-Informed Neural Networks) is a plus
Knowledge of machine learning for image processing or image denoising is a plus
Proficiency in Python, Triton or CUDA
Excellent data visualization and communication abilities

Responsibilities

Innovate next-generation electromagnetic solvers and implement them on high-performance computing (HPC) platforms
Explore machine learning techniques to accelerate electromagnetic solvers
Investigate and characterize next-generation solutions against current best-known methods
Collect data using KLA tools and software
Analyze and summarize results
Help automate analysis workflows

Skills

Key technologies and capabilities for this role

AlgorithmsSemiconductorMetrologyScatterometryOptical Film ThicknessOptical Critical DimensionSoftware EngineeringResearchData Science

Questions & Answers

Common questions about this position

What is the employment type for the Advanced Algorithm Intern position?

The position is full-time employment.

Is this internship remote or does it require on-site work?

This information is not specified in the job description.

What are the main responsibilities for this intern role?

Responsibilities include contributing to cutting-edge research in metrology technologies, investigating and characterizing next-generation solutions, collecting data using KLA tools and software, analyzing and summarizing results, and helping automate analysis workflows.

What is the company culture like at KLA?

Life at KLA is exciting with teams that thrive on tackling really hard problems, focusing heavily on innovation by investing 15% of sales into R&D, and collaborating with expert teams of physicists, engineers, data scientists, and problem-solvers.

What makes a strong candidate for this Advanced Algorithm Intern role?

Strong candidates will have interest in cutting-edge metrology research, hands-on experience with data collection and analysis, and the ability to innovate in electromagnetic solutions, as the role involves working with KLA tools and automating workflows.

KLA

Provides process control and yield management solutions

About KLA

KLA provides process control and yield management solutions primarily for semiconductor manufacturers. The company offers advanced inspection tools, metrology systems, and computational analytics that help manufacturers identify and fix defects during production. This process enhances the quality and reliability of electronic devices, leading to higher production yields. KLA distinguishes itself from competitors by focusing on high-precision equipment and software that are essential for defect detection in semiconductor manufacturing. The company's goal is to promote sustainability by committing to using 100% renewable electricity in its operations by 2030.

Milpitas, CaliforniaHeadquarters

1975Year Founded

IPOCompany Stage

Industrial & Manufacturing, EnergyIndustries

5,001-10,000Employees

Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

401(k) Retirement Plan

401(k) Company Match

Employee Stock Purchase Plan

Student Loan Assistance

Tuition Reimbursement

Wellness Program

Mental Health Support

Paid Vacation

Paid Holidays

Parental Leave

Risks

Emerging competition in solid-state battery technology may impact market share.

Rapid innovation in semiconductor processes may outpace KLA's current technology.

Potential delays in achieving renewable electricity goals could affect brand reputation.

Differentiation

KLA specializes in advanced inspection tools and metrology systems for semiconductors.

The company integrates computational analytics to enhance defect detection and yield management.

KLA is committed to sustainability, aiming for 100% renewable electricity by 2030.

Upsides

Rising demand for advanced inspection tools due to AI and IoT growth.

AI-driven predictive maintenance reduces downtime in semiconductor manufacturing.

Collaborations with cloud providers enhance data analytics and process optimization.

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