Member of Technical Staff (MTS) DFM Data Analytic and Design Automation Expert

Member of Technical Staff (MTS) DFM Data Analytic and Design Automation Expert

GlobalFoundries
7-10 years
Not Specified

Job Description



About GLOBALFOUNDRIES
GLOBALFOUNDRIES is a leading full-service semiconductor foundry providing a unique combination of design, development, and fabrication services to some of the world's most inspired technology companies. With a global manufacturing footprint spanning three continents, GLOBALFOUNDRIES makes possible the technologies and systems that transform industries and give customers the power to shape their markets. For more information, visit www.globalfoundries.com

Introduction
The candidate for this position will be responsible leading DFM Data analytic team focusing on the DFM (Design for Manufacturing) optimization through collaboration with wafer fabrication and engaging across cross-functional areas such as global manufacturing fabs.

Your Job
  • Technical lead in developing ML models to improve yield predictability and utilizing advanced data analytics to accelerate DFM optimization learning.
  • Work with IP Design Teams, Design Enablement, Process Development, OPC Development to build up DFM knowledge on process and design weakpoint database.
  • Integrate DFM methodology and kit into IC design flow for DFM hazard avoidance or DFM fixing to be used by GF customers.
  • Collaborate with GF manufacturing teams globally to buildup DFM automation and ML/AI related solution to increase productivity and reduces cost.

Other Responsibilities:
  • Perform all activities in a safe and responsible manner and support all Environmental, Health, Safety & Security requirements and programs

Required Qualifications:
  • At least 7 years of working experience on data analytics with semiconductor manufacturing or equivalent industry. In development methodology, critical thinking data analysis.
  • Possess ability to perform basic statistical and data analysis, including correlation study with tools such as Microsoft Power Bi. Good working experience with SQL/Perl/TCL/Python are advantages.
  • Demonstrated programming skills in the following for work automation:
  • Scripting languages: Tcl/TK or Perl or Python or Ruby
  • Database scripting (mySQL, Oracle or similar)
  • Familiarity with Data Processing Tools (i.e. Spark)
  • Experienced in DFM, silicon process, device and library, process modeling, silicon failure analysis, model - silicon correlation or characterization is a significant plus.
  • Other Essential Attributes
    • Possess good working attitude, good teamwork & initiative
    • Good written and verbal communication skills in English
    • Good attention to details
    • Independent in task execution
    • Passion in research work with innovation drive
    • Able to take prime ownership and take lead in assigned projects

Preferred Qualifications:
  • PhD / Masters / Degree in Engineering, Microelectronics, Computer Engineering or equivalent

GlobalFoundries is an equal opportunity employer, cultivating a diverse and inclusive workforce. We believe having a multicultural workplace enhances productivity, efficiency and innovation whilst our employees feel truly respected, valued and heard.
As an affirmative employer, all qualified applicants are considered for employment regardless of age, ethnicity, marital status, citizenship, race, religion, political affiliation, gender, sexual orientation and medical and/or physical abilities.
All offers of employment with GlobalFoundries are conditioned upon the successful completion of background checks, medical screenings as applicable and subject to the respective local laws and regulations.
To ensure that we maintain a safe and healthy workplace for our GlobalFoundries employees, please note that offered candidates who have applied for jobs in Singapore will have to be fully vaccinated prior to their targeted start date. For new hires, the appointment is contingent upon the provision of a copy of their COVID-19 vaccination document, subject to any written request for medical or religious accommodation.

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