AI & Image Processing Software Intern

Royper Royco LLC; Milpitas (CA); On-site; USD 51,000 - 80,000; Full time

Job summary

KLA is seeking interns in Milpitas to develop Python-based software and AI/ML prototypes for diagnostics in semiconductor technology. You will prepare image and signal datasets, evaluate metrics, and document results while collaborating with engineers and protecting proprietary information.

The role emphasizes practical ML, image processing, and engineering problem-solving, with opportunities to learn in a guided mentorship and contribute to core diagnostics work.

Qualifications

• Currently enrolled in a BS, MS, or PhD program in computer science, electrical engineering, applied mathematics, physics, or a related discipline.
• Proficiency in Python and scientific computing, with foundational knowledge of machine learning.
• Experience analyzing data through coursework, research, or projects; strong problem-solving skills and clear written and verbal communication.

Responsibilities

• Develop Python-based software and AI/ML prototypes that combine analytical models with image-based diagnostics.
• Prepare representative image and signal datasets and assess selected metrics: resolution, noise, spectral content, sampling and aliasing, uniformity and contrast, and optical or system aberrations.
• Evaluate prototypes quantitatively against analytical baselines and expert assessments; document accuracy, uncertainty, and failure cases.
• Identify performance-limiting parameters and likely contributors to degradation, and recommend calibration actions for human review.
• Build reproducible code, tests, and technical documentation; collaborate with engineers using approved data and AI tools while protecting proprietary information.
• Explore AI-assisted troubleshooting, engineering analysis, or workflow automation with your mentor to support the core diagnostics work.

Skills

Python programming

Machine learning basics

Image/signal processing

Written and verbal communication

Education

BS/MS/PhD in CS/EE/Applied Math/Physics

Tools

PyTorch

TensorFlow

scikit-learn

Version control (Git)

Job description

KLA is seeking interns in Milpitas to develop Python-based software and AI/ML prototypes for diagnostics in semiconductor technology. You will prepare image and signal datasets, evaluate metrics, and document results while collaborating with engineers and protecting proprietary information.

The role emphasizes practical ML, image processing, and engineering problem-solving, with opportunities to learn in a guided mentorship and contribute to core diagnostics work.