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KLA

Makes chip inspection and measurement equipment

Technical Co-op Intern

Computer VisionConfirmed live in the last 24 hours
InternshipChennai, Tamil Nadu, IndiaNo salary listedIn-person

About the Job

Requirements

  • The role requires less than one year of related experience.
  • A CGPA of at least 7.5 and no standing arrears are preferred.
  • Knowledge and understanding of modern machine learning approaches is highly desirable.
  • A solid background in statistics and mathematics is desirable.
  • Experience with image processing or signal processing is a plus.
  • Experience with heterogeneous parallel computing, including GPU computing, is a plus.
  • Programming skills are desirable, including proficiency in C++, Python, and deep learning frameworks.
  • Analytical, problem-solving, quantitative, and algorithmic skills are sought.
  • Interest in algorithm development and programming is desired.
  • Ability to work in a team and contribute to team efforts is desired.

Responsibilities

  • Analyze large-scale image and sensor data from inspection systems.
  • Define problem statements, evaluation metrics, and success criteria.
  • Design, train, and evaluate deep learning models, including convolutional neural networks, Transformers, and diffusion models.
  • Experiment with supervised, self-supervised, and semi-supervised learning approaches.
  • Explore modern artificial intelligence techniques such as foundation models, distillation, efficiency optimization, and generative artificial intelligence.
  • Benchmark and compare model performance across architectures and datasets.
  • Build rapid prototypes to validate new ideas and concepts.
  • Design experiments for model validation, ablation studies, and robustness evaluation.
  • Work on data pipelines, training workflows, and model evaluation frameworks.
  • Contribute to scalable machine learning workflows, including experiment tracking, dataset versioning, and reproducibility.
  • Optimize models for compute efficiency, latency, and memory, including GPU acceleration, model compression, and distillation.
  • Collaborate with software teams to integrate models into production systems.
  • Contribute to inference pipelines and real-time deployment constraints.

Desired Qualifications

  • A research or scientific background is desirable.

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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