
AI/ML Manager
2 weeks ago
Job Description
Change the world. Love your job.
About The Job
- Role Objective: Lead the Tool Solution Team to develop AI/ML-based strategies and engineering solutions focusing on productivity, preventive maintenance efficiency, parts lifetime, recipe optimization, and dispatching strategy, with the goal of improving equipment performance and cost stability.
Key Responsibilities:
Oversee team operations across PM, Productivity, and Parts domains.
- Define and execute data analytics strategies to optimize tool-level KPIs (e.g., PPH, MTBC, PM scheduling).
- Collaborate with internal and overseas fab experts for building and validating data-driven models.
- Work closely with the Application Team (Dallas) to implement fab-side applications.
- Manage technical roadmap, team resource planning, and project execution; report progress and impact.
- Coordinate cross-team collaboration with other solution teams (e.g., FDC, Process teams).
Qualifications
Minimum Requirements:
- Master's degree or above in engineering, control systems, data science, or related disciplines.
- 5+ years of equipment related analysis experience in semiconductor manufacturing.
- Proven experience in team leadership and project management is preferred.
- Excellent cross-functional communication and collaboration skills.
- Passion for driving real impact on equipment performance and continuous improvement.
Preferred Qualifications
- Strong understanding of equipment KPIs and optimization strategies (e.g., uptime, productivity, recipe tuning).
- Proficient in data analysis toolkits, and machine learning techniques.
- Ability to convert ambiguous engineering problems into structured models and practical solutions.
- Experience working with fab workflows and coordinating system integration with IT or Application teams.
About Us
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 .
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.
About The Team
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.
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