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KLA Corporation

Provides process-control, inspection, metrology tools

Fleet Engineer

Data ScienceConfirmed live in the last 24 hours
Full-time

About the Job

Requirements

  • Strong analytical and problem-solving skills to identify and resolve complex tool-related issues.
  • Excellent attention to detail for accurate analysis and identification of excursions or outliers.
  • Proficiency in programming languages such as Python, statistical analysis techniques, data visualization tools, and semiconductor process control methodologies.
  • Proficiency in interpreting, developing, and modifying Shell and Python scripts to automate tasks and improve efficiency.
  • Experience with semiconductor-industry analytical tools for real-time data analysis and monitoring, such as JMP and SQL.
  • Knowledge of semiconductor manufacturing processes, process control methodologies, and equipment technologies.
  • Bachelor's or Master's degree in Statistics, Computer Engineering, Electrical Engineering, or a related field.
  • Demonstrated ability working in the semiconductor industry, focusing on areas including process control, lithography, or fab equipment management.
  • Master's degree with zero years of related work experience, or Bachelor's degree with two years of related work experience.
  • Familiarity with Linux and command-line operations for tool configuration and data analysis tasks.

Responsibilities

  • Measure fleet performance, identify opportunities to improve availability and throughput, capture and document insights and analysis, recommend analytical features, and craft data science models to address technology and process challenges at the local fab level.
  • Ensure the fleet and individual semiconductor equipment tools meet commitments for availability, throughput, and consistency.
  • Ensure data pipelines between process control tools and the dedicated analytical platform work as expected.
  • Conduct statistical analysis on tool data and component performance to identify trends, patterns, and potential issues affecting the tool fleet.
  • Monitor tool behavior and data to identify excursions, anomalies, or deviations from expected performance, and collaborate with appropriate partners on root cause analysis.
  • Regularly assess tool-fleet availability and performance, measuring throughput and identifying opportunities to optimize availability and throughput.
  • Ensure consistency and alignment in tool performance and configurations across the fleet, maintaining quality and reliability standards.
  • Engage with internal and external partners to understand requirements, address concerns, and build partnerships in a dynamic matrix organization.
  • Assess feedback from local teams and customers, and recommend features to address gaps and improve the analytical platform, tool performance, and user experience.
  • Capture actions and analysis associated with new insights, document reasoning and analysis, and assemble lessons learned.
  • Stay updated on advancements in process control tools, analyze industry trends, and propose solutions to enhance tool performance, availability, and throughput.
  • Streamline feature requests by following design-for-excellence principles.

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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