Fleet Engineer: Analytics & Tool Performance

KLA; Taylor (TX); On-site; USD 78,000 - 133,000; Full time

Job summary

KLA in the United States is seeking a Fleet Engineer to measure fleet performance, uncover opportunities for availability and throughput, and document insights. You will craft data science models and automate analyses for local fab environments, communicating findings to cross-functional teams.

The role requires strong Python, statistical analysis, and scripting skills, plus experience with Linux, SQL, JMP or similar tools.

Qualifications

• Strong analytical and problem-solving skills.
• Experience with semiconductor data and process control.
• Proficiency in Python, Shell scripts, and data visualization.

Responsibilities

• Fleet management to meet availability and throughput commitments.
• Ensure data pipelines between the process control tools and the analytics platform.
• Conduct statistical analysis on tool data and identify trends.
• Identify excursions and collaborate on root-cause analysis.
• Improve tool performance and throughput through continuous improvement.
• Document analyses and actions.

Skills

Python

Statistical analysis

Data visualization

Shell scripting

Linux/CLI

Communication

Education

Bachelor's or Master's in Statistics, Computer Engineering, Electrical Engineering

Tools

SQL

JMP

Job description

KLA in the United States is seeking a Fleet Engineer to measure fleet performance, uncover opportunities for availability and throughput, and document insights. You will craft data science models and automate analyses for local fab environments, communicating findings to cross-functional teams.

The role requires strong Python, statistical analysis, and scripting skills, plus experience with Linux, SQL, JMP or similar tools.