What are the responsibilities and job description for the AI/ML Engineering Intern position at KLA?
Company Overview
KLA is a global leader in diversified electronics for the semiconductor manufacturing ecosystem. Virtually every electronic device in the world is produced using our technologies. No laptop, smartphone, wearable device, voice-controlled gadget, flexible screen, VR device or smart car would have made it into your hands without us. KLA invents systems and solutions for the manufacturing of wafers and reticles, integrated circuits, packaging, printed circuit boards and flat panel displays. The innovative ideas and devices that are advancing humanity all begin with inspiration, research and development. KLA focuses more than average on innovation and we invest 15% of sales back into R&D. Our expert teams of physicists, engineers, data scientists and problem-solvers work together with the world's leading technology providers to accelerate the delivery of tomorrow's electronic devices. Life here is exciting and our teams thrive on tackling really hard problems. There is never a dull moment with us.Group/Division
With over 40 years of semiconductor process control experience, chipmakers around the globe rely on KLA to ensure that their fabs ramp next-generation devices to volume production quickly and cost-effectively. Enabling the movement towards advanced chip design, KLA's Global Products Group (GPG), which is responsible for creating all of KLA's metrology and inspection products, is looking for the best and the brightest research scientist, software engineers, application development engineers, and senior product technology process engineers. The Broadband Plasma Division (BBP) provides market-leading patterned wafer optical inspection systems for leading-edge IC manufacturing. Logic, foundry, and memory customers depend on BBP products to detect yield-critical defects for process debug and excursion monitoring at advanced process nodes. BBP flagship products include the 29xx and 39xx series which leverage Broadband Plasma technology to capture a wide range of defects with ultimate sensitivity at the optical inspection speeds needed for inline defect monitoring.Job Description/Preferred Qualifications
Team: Algorithm - Broadband Plasma Wafer Inspection (BBP)
Type: Full-time Internship (Summer preferred; start date flexible)
Location: Milpitas, CA (on-site)
Join the BBP Algorithm team that powers some of the world's most advanced optical patterned wafer inspection systems. You'll help push the state of the art in computer vision and deep learning to detect yield-limiting defects-improving sensitivity, robustness, and throughput on production tools used in leading fabs.
What you'll do- Advance AI/ML models for defect detection, classification, and anomaly discovery on real wafer imagery; design experiments, define metrics, and drive SOTA baselines forward.
- Curate and engineer datasets (balancing/partitioning, augmentation strategies, labeling guidance) to maximize label efficiency and generalization across layers, technologies, and tools.
- Train, evaluate, and iterate using modern deep learning frameworks; build repeatable pipelines for preprocessing, training, inference, and reporting.
- Prototype algorithmic ideas (e.g., semi/self-supervised learning, domain adaptation, uncertainty estimation, active learning) and transition the best candidates into production-quality code.
- Optimize for scale and speed (efficient ops, quantization/pruning, GPU utilization) to meet on-tool and near-real-time constraints.
- Collaborate cross-functionally with system engineering and software teams on integration, testing, and demo/beta evaluations; contribute to documentation and quality practices.
- Currently pursuing MS or PhD in Computer Science, Electrical/Computer Engineering, Mathematics, Physics, or related field (exceptional BS candidates considered).
- Hands-on experience training deep learning models for vision (classification, detection, segmentation, or anomaly).
- Strong foundations in linear algebra, probability/statistics, and optimization; ability to analyze complex, noisy data.
- Proficiency with Python and modern DL frameworks (PyTorch or TensorFlow) on Linux; solid software fundamentals (Git, testing, code review).
- Knowledge of image processing / computer vision beyond DL (filters, registration, morphology, feature engineering).
- Experience with C in Linux/Windows and/or CUDA/GPU acceleration; familiarity with performance profiling and memory optimization.
- Exposure to MLOps practices (experiment tracking, model/data versioning, reproducible pipelines).
- Background or interest in semiconductor manufacturing (lithography, VLSI processes) is a plus.
- Dedicated technical mentorship and collaboration within the Algorithm team; structured exposure to BBP inspection workflows and evaluation practices.
- Opportunities to present results, influence model roadmaps, and ship improvements that impact production inspections on real customer tools.
Duration: Typically, 12-16 weeks (full-time) with flexible start based on academic calendar.
Work location: Milpitas, CA; onsite.
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
Requires less than 1 year of related experience
Base Pay Range: $47.00 - $57.00 per hour based on pursuit of a Masters and Ph.D.Primary Location: USA-CA-Milpitas-KLAKLA'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.
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 attalent.acquisition@kla.com or at 1-408-352-2808 to request accommodation.
Be aware of potentially fraudulent job postings or suspicious recruiting activity by persons that are currently posing as KLA employees. KLA never asks for any financial compensation to be considered for an interview, to become an employee, or for equipment. Further, KLA does not work with any recruiters or third parties who charge such fees either directly or on behalf of KLA. Please ensure that you have searched KLA's Careers website for legitimate job postings. KLA follows a recruiting process that involves multiple interviews in person or on video conferencing with our hiring managers. If you are concerned that a communication, an interview, an offer of employment, or that an employee is not legitimate, please send an email to talent.acquisition@kla.com to confirm the person you are communicating with is an employee. We take your privacy very seriously and confidentially handle your information.
KLA-Tencor 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.
Salary : $47 - $57
