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Change the world. Love your job.
- Use TI fab tool data to identify actionable optimization strategies and improve tool KPIs, such as availability, utilization, efficiency, PPH, MTBC, MTTR and parts lifetime etc.
- Develop AI/ML data-driven solutions to validate hypotheses
- Work with international fab experts to provide TI’s in-house solutions for:
- PM scheduling, unplanned PM, PM quality and prolongation
- Inhibition, idle and clean analysis and strategies
- Golden tool analysis, EC (equipment constants) data mining and management
- Robot arm movement efficiency
- Parts management, including lifetime estimation, failure prediction and quality check
- Recipe efficiency
- Provide technical analysis reports with simulated results and proposed solutions.
Minimum requirements:
- M.S. or Ph.D. in engineering, data science, control systems or related disciplines
- Fab experiences, especially equipment engineering
Preferred qualifications:
- Familiar with data mining / machine learning / AI solutions
- Pattern mining and recognition
- Probability model building / Risk assessment
- Time series data analysis
- Python, toolkits and DB skills
- Ability to frame real-world engineering problems into structured optimization tasks
- Familiar with semiconductor manufacturing tools
- Experiences on Tool/Parts analysis
- PM knowhow, Parts quality and tool productivity
- Signals, data and logs
Why TI?
- Engineer your future. We empower our employees to truly own their career and development. Come collaborate with some of the smartest people in the world to shape the future of electronics.
- We're different by design. Diverse backgrounds and perspectives are what push innovation forward and what make TI stronger. We value each and every voice, and look forward to hearing yours.
- Benefits that benefit you. We offer competitive pay and benefits designed to help you and your family live your best life. Your well-being is important to us.
If you are interested in this position, please apply to this requisition.
TI does not make recruiting or hiring decisions based on citizenship, immigration status or national origin. However, if TI determines that information access or export control restrictions based upon applicable laws and regulations would prohibit you from working in this position without first obtaining an export license, TI expressly reserves the right not to seek such a license for you and either offer you a different position that does not require an export license or decline to move forward with your employment.
Job Info
- 25006759
- Job CategoryInformation Technology
- Posting Date06/08/2025, 08:05
- Apply Before29/09/2025, 19:00
- Degree LevelMaster's Degree
- LocationsHSIN 6F-2, No.38 Taiyuan St., Zhubei City, Hsinchu County, Hsinchu, 30265, TW
- ECL/GTC Required
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