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Advanced Development Intern

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

Enabling the movement toward advanced chip design, KLA's Measurement, Analytics and Control group (MACH) is looking for the best and brightest research scientists, software engineers, application development engineers and senior product technology process engineers to join our team. The MACH team's mission is to collaborate with our customers to innovate technologies and solutions that detect and control highly complex process variations—at their source—rather than compensate for them at later stages of the manufacturing process. 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. Our MACH team develops leading-edge solutions for patterning process analytics and control technologies, thereby providing customers with critical insight at the feature level, field level and cross-wafer analysis. Our teams also develop advanced modeling simulation, data analytics and process control modeling technologies. As a member of the MACH team, you’ll be joining the most sophisticated and successful process-control company in the semiconductor industry--working across functions to solve the most complex technical problems in the digital age.

Job Description/Preferred Qualifications

We are seeking a talented and passionate Machine Learning Engineer/AI Intern to join our MACH Adv. Dev. team as an Intern, driving advanced research and development for future KLA use cases.

Key Responsibilities:

  • Design, develop, and deploy proof of concepts for applications based on LLM
  • Collaborate with cross-functional teams to integrate models into our existing systems and workflow
  • Participate in AI research and systems architecture discussions and code reviews
  • Conduct data engineering and analysis to improve model accuracy and efficiency
  • Fine-tune models based on feedback and performance metrics

Qualifications:

  • Currently enrolled in Ph.D. pursuing a degree in Computer Science, Computer Engineering; or equivalent experience required with an expected graduation date of December 2025 – June 2027
  • 1+ years of experience/coursework in computer vision, natural language processing, or machine learning.
  • Experience in Generative AI and/or agentic LLM.
  • Proficient in Python and PyTorch.
  • Strong analytical and quantitative problem-solving ability.
  • Excellent communication and relationship skills.

Ability to participate in a full-time internship between May/June - August/September
 

Minimum Qualifications

Currently enrolled in Ph.D. pursuing a degree in Computer Science, Computer Engineering; or equivalent experience required with an expected graduation date of December 2025 – June 2027

Base Pay Range: $43.00 - $53.00 per hour based on pursuit of a Master’s

Primary Location: USA-CA-Milpitas-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.

               

KLA is proud to be an Equal Opportunity Employer. We do not discriminate on the basis of race, religion, color, national origin, sex, gender identity, gender expression, sexual orientation, age, marital status, veteran status, disability status or any other status protected by applicable law. 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 talent.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.

Average salary estimate

$99800 / YEARLY (est.)
min
max
$89440K
$110160K

If an employer mentions a salary or salary range on their job, we display it as an "Employer Estimate". If a job has no salary data, Rise displays an estimate if available.

What You Should Know About Advanced Development Intern, KLA

Are you ready to jump into the world of cutting-edge technology? Join KLA as an Advanced Development Intern in Milpitas, CA, where you'll play an essential role in shaping the future of semiconductor manufacturing. Here at KLA, we pride ourselves on innovation. Our Measurement, Analytics, and Control group (MACH) is just brimming with exciting projects focused on AI research and development. In this internship, you’ll have the opportunity to design, develop, and deploy applications that utilize large language models. You'll collaborate with brilliant minds across various teams, sharing your insights and learning from others while fine-tuning your models based on real-time performance feedback. If you’re currently pursuing a Ph.D. in Computer Science or Computer Engineering with a focus on Machine Learning, this is your chance to turn your academic prowess into practical experience. We value creativity and analytical thinking, and we're looking for someone who is not only proficient in Python and PyTorch but also has a passion for solving complex problems. As an intern, you’ll work full-time and gain priceless practical knowledge while also enjoying various benefits, ensuring you won't just be a cog in the wheel. KLA is committed to your professional growth, offering a robust total rewards package. Get ready for a summer full of learning, challenges, and fun as you dive into the semiconductor industry with us!

Frequently Asked Questions (FAQs) for Advanced Development Intern Role at KLA
What are the responsibilities of the Advanced Development Intern at KLA?

The Advanced Development Intern at KLA plays a vital role in driving research and development projects in AI and machine learning. Your key responsibilities include designing, developing, and deploying proof of concepts for applications based on large language models (LLMs), collaborating with cross-functional teams to integrate these models into existing systems, participating in AI research and systems architecture discussions, conducting data engineering to enhance model accuracy, and fine-tuning models based on performance metrics.

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What qualifications are required for the Advanced Development Intern position at KLA?

To qualify for the Advanced Development Intern role at KLA, candidates must be currently enrolled in a Ph.D. program in Computer Science, Computer Engineering, or a related field, with an expected graduation date between December 2025 and June 2027. Also, at least 1 year of experience in areas such as computer vision, natural language processing, or machine learning is necessary. Familiarity with Generative AI and proficiency in Python and PyTorch are crucial for success in this role.

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What benefits does KLA offer to its Advanced Development Interns?

KLA offers an attractive total rewards package for its Advanced Development Interns, which includes hourly pay ranging from $43 to $53, performance incentive programs, and eligibility for additional benefits. Some of these benefits encompass medical, dental, vision, life insurance, 401(K) matching, employee stock purchase programs, student debt assistance, and professional development opportunities, helping you grow while you learn.

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Can the Advanced Development Intern position at KLA lead to full-time opportunities?

Yes, the Advanced Development Intern position at KLA is an excellent stepping stone towards full-time roles within the company. Interns often have the chance to showcase their skills, build valuable relationships, and impress during their internships. Many past interns have transitioned to full-time positions at KLA after successful internships.

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What skills are most beneficial for the Advanced Development Intern role at KLA?

For the Advanced Development Intern role at KLA, essential skills include proficiency in Python and PyTorch, a solid grounding in machine learning concepts, and expertise in areas like computer vision and natural language processing. Moreover, strong analytical skills, effective communication, and collaboration abilities are vital, given the cross-functional nature of the work.

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Common Interview Questions for Advanced Development Intern
What experiences have prepared you for the Advanced Development Intern role at KLA?

Discuss specific projects or coursework that highlight your skills in machine learning, AI, or computer vision. Emphasize your practical experience with tools such as Python and PyTorch and showcase how these experiences align with the responsibilities of the Advanced Development Intern position.

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Can you explain a machine learning project you worked on?

Share a detailed description of a relevant project, focusing on your role, the tools used, and the outcome. Discuss what challenges you faced, how you solved them, and what you learned from the experience to illustrate your problem-solving skills and maturity in the field.

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How would you approach fine-tuning a machine learning model?

Explain your methodology for model evaluation, including metrics you would use, techniques for adjusting hyperparameters, and how to gather feedback from performance metrics. Mention any past experiences you have with similar tasks.

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How do you prioritize tasks during a complex project?

Talk about your system for prioritization, whether that involves creating timelines, setting milestones, or utilizing project management tools. Emphasize how organization and communication play key roles in ensuring project success.

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Describe your experience with collaborative projects.

Provide examples of past collaborative projects, detailing how you interacted with team members, communicated progress, and handled disagreements. It’s essential to convey your willingness to learn and adapt in a team setting.

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What interests you about KLA and the semiconductor industry?

Discuss your passion for innovation and technology and how KLA's commitment to pushing boundaries resonates with your ambitions. Highlight what excites you about working within such a critical sector for the advancement of technology.

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What do you understand about the role of AI in the semiconductor manufacturing industry?

Talk about the growing importance of AI in optimizing processes, enhancing precision, and driving efficiency in manufacturing systems while referencing any related coursework or projects that illustrate your understanding.

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How do you stay updated with advancements in machine learning and AI?

Discuss your methods for staying current, such as following industry publications, participating in online courses or seminars, and being involved in relevant communities. This shows your commitment to continuous learning.

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How would you handle a situation where team feedback is critical of your work?

Emphasize your openness to constructive criticism and how you view feedback as an opportunity for growth. Share a past example of how you applied feedback to improve a project or skill.

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What is your experience with data engineering practices?

Talk about your familiarity with data preprocessing, cleaning, or transforming datasets for modeling purposes. Use specific examples to illustrate your background in ensuring data quality for machine learning applications.

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Internship, on-site
DATE POSTED
April 2, 2025

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