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KLA Corporation

Provides process-control, inspection, metrology tools

Technical Intern Co-op

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

About the Job

Requirements

  • Requires less than 1 year of related experience.
  • CGPA of 7.5 and no standing arrears.
  • Proficiency in C++, Python, and deep learning frameworks.
  • Analytical, quantitative, and algorithmic problem-solving skills.
  • Interest in algorithm development and programming.
  • Ability to work in a team and contribute to team efforts.

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 foundation models, distillation, efficiency optimization, and generative artificial intelligence techniques.
  • Benchmark and compare model performance across architectures and datasets.
  • Build rapid prototypes to validate 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.
  • Knowledge and understanding of modern machine learning approaches.
  • A solid background in statistics and mathematics.
  • Experience with image processing or signal processing.
  • Experience with heterogeneous parallel computing, including GPU computing.

About the Company

KLA Corporation

Provides process-control, inspection, metrology tools

KLA Corporation provides process control and yield management solutions for semiconductor manufacturers. Its offerings include advanced inspection tools, metrology systems, and computational analytics software that together detect defects and help correct process variations in semiconductor fabrication. The equipment and software collect data from production lines and analyze it to identify root causes of defects, enabling manufacturers to adjust processes and improve yields. What sets KLA apart is its integrated portfolio of high-precision hardware, software licenses, and ongoing service contracts aimed at reducing defects and improving reliability across the production cycle, along with a strong emphasis on data-driven analytics. The company’s goal is to help customers produce higher-quality electronic devices more efficiently, and it aims to power its global operations with 100% renewable electricity by 2030.

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

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