Data Scientist - Smart Manufacturing and Automation

Change the world. Love your job.
Texas Instruments is seeking experienced Data Scientist to join our team. The role will be responsible for the tool optimization, including productivity, stability and cost. Detailed responsibilities include:

• 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. Meet the people of TI
• 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.

About Texas Instruments Texas Instruments Incorporated (Nasdaq: TXN) is a global semiconductor company that designs, manufactures and sells analog and embedded processing chips for markets such as industrial, automotive, personal electronics, communications equipment and enterprise systems. At our core, we have a passion to create a better world by making electronics more affordable through semiconductors. This passion is alive today as each generation of innovation builds upon the last to make our technology more reliable, more affordable and lower power, making it possible for semiconductors to go into electronics everywhere. Learn more at TI.com.
Texas Instruments is an equal opportunity employer and supports a diverse, inclusive work environment.
If you are interested in this position, please apply to this requisition.