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KLA

Makes chip inspection and measurement equipment

AI Engineer - Computer Vision

Computer VisionConfirmed live in the last 24 hours
Full-timeMilpitas, CA, USA

About the Job

Requirements

  • Relevant publications must be listed on the resume.
  • A PhD in Applied Mathematics, Computer Science, Electrical Engineering, or a related field is required for the new-college-graduate path; alternatively, the role notes a preference for one to two years of experience.
  • Experience programming in C++.
  • Significant experience in deep learning for computer vision and image understanding.
  • Knowledge of physics-based modeling or signal processing.
  • Proficiency with modern deep learning frameworks such as PyTorch or TensorFlow, and Python.
  • The minimum qualifications also allow a doctorate with zero years of related work experience, a master's degree with three years of related work experience, or a bachelor's degree with five years of related work experience.

Responsibilities

  • Design, train, and deploy deep learning models for image understanding tasks, including image translation, segmentation, anomaly detection, and defect analysis on inspection systems.
  • Abstract specific tasks into generalized mathematical problems and devise customized models and algorithmic solutions.
  • Curate and manage datasets, and establish rigorous training, validation, and evaluation pipelines.
  • Propose novel approaches and deliver production-quality, maintainable code.
  • Identify technical bottlenecks and balance model sophistication against computational complexity through comprehensive data analysis.
  • Improve model accuracy and optimize models for inference throughput, including GPU-accelerated and high-performance computing.
  • Collaborate directly with other teams to co-optimize algorithms with other subsystems for the best overall system design.
  • Work with field teams and customers to support model deployments and ensure seamless integration of AI solutions with inspection systems at customer sites; occasional international travel is required.

Desired Qualifications

  • Experience in scientific computing, numerical optimization, and computational geometry.
  • Experience modeling imaging systems, including electron-beam or optical systems.
  • Knowledge of semiconductor manufacturing and process control.

About the Company

KLA

Makes chip inspection and measurement equipment

KLA makes equipment and software that help semiconductor and electronics manufacturers find defects, measure tiny features and improve production yields. Its process control systems inspect wafers and analyze manufacturing data so engineers can identify problems before they spread through a production run. The product portfolio supports chip fabrication, packaging and printed circuit boards, with tools that check materials and finished components throughout manufacturing. KLA earns revenue from equipment sales and related service contracts, including maintenance that keeps customers' installed tools operating reliably. Formed through a merger in 1997, KLA is headquartered in Milpitas, California.

Company size
10,001+
Company stage
IPO
Headquarters
Milpitas, CA
Founded
1997

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