What You'll Do
- Develop advanced algorithms, AI, and machine learning solutions that power KLA's semiconductor inspection and metrology systems.
- Design, implement, and optimize computer vision, image processing, data analytics, and computational modeling algorithms.
- Build scalable AI/ML models to identify defects, improve process control, and enhance manufacturing productivity.
- Analyze large datasets from complex semiconductor equipment and transform data into actionable insights.
- Collaborate with software, systems, optics, hardware, and product engineering teams to solve challenging technical problems.
- Research, prototype, and deploy innovative technologies using machine learning, deep learning, statistical modeling, and predictive analytics.
- Optimize algorithm performance for speed, accuracy, scalability, and real-world production environments.
- Drive the development of next-generation AI-enabled solutions that support semiconductor manufacturing at nanometer-scale precision.
What We're Looking For
- Strong foundation in mathematics, statistics, machine learning, computer vision, signal processing, physics, or computational sciences.
- Proficiency in Python, C++, MATLAB, or similar programming languages used for algorithm and AI development.
- Experience developing machine learning, deep learning, computer vision, data science, or optimization algorithms.
- Knowledge of AI frameworks and tools such as TensorFlow, PyTorch, Scikit-learn, or equivalent technologies.
- Strong problem-solving skills with the ability to translate complex engineering challenges into innovative algorithmic solutions.
- Experience working with large datasets, data analytics, model training, validation, and performance optimization.
- Familiarity with image processing, pattern recognition, predictive modeling, or scientific computing techniques.
- Ability to collaborate effectively across multidisciplinary teams including software, optics, systems, and product engineering.
- Passion for innovation, research, and applying AI technologies to advance semiconductor manufacturing and next-generation electronics.
You can help shape the future of technology — KLA solutions enable the production of virtually every electronic device in the world.
