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Intern - Digital Manufacturing

2 weeks ago

Woodlands, Singapore GLOBALFOUNDRIES Full time

GlobalFoundries (GF) is one of the world’s leading semiconductor foundries and the only one with a truly global footprint. We manufacture complex, feature-rich integrated circuits that enable billions of electronic devices that are pervasive throughout nearly every sector of the global economy.

Our advanced operational and technology capabilities are made available through a global manufacturing network, anchored by facilities in Singapore, Dresden (Germany), Burlington (Vermont) as well as East Fishkill and Malta (New York). With a global manufacturing footprint spanning three continents, GlobalFoundries makes the possible with technologies and systems that transform industries and give customers the power to shape their markets.

**Project 1 Title: Indirect material Real-time Mass Balance Analytics (RT-MBA)**
- **Problem Statement**:Indirect Material(IDM) is one of the biggest cost drivers of wafer production. Currently consumption and utilization efficiency for IDMs are monitored and mass balance analyses are conducted periodically for selected items; However, there's no view in real-time / near real time.
- **Project Objective**:Develop real-time / near real time mass balance analytics of important IDMs, that enables engineers to 1) prioritize findings and intervene timely, 2) conduct tool-to-tool variability analysis and SOP standardization cross fabs
- **Project Outcome**:Interns will gain experience in the semiconductor industry, demonstrate a good understanding of digital manufacturing with the guidance of the Digital Manufacturing Team. At the end of the internship, a presentation of learning experience and their achievements.
- **Project Scope**:RT-MBA adopts agile approach, for each sprint the following phases:

- Requirement gathering conduct design workshop with module leaders globally to ideate desired features/analysis, to refresh the product backlog
- Prioritization: prioritize features for upcoming release based on importance of loss drivers and data availability
- Data readiness: assess data readiness and sensorization requirements for all fabs
- Development: setup dataflow, sensorize equipment(if needed) and build dashboard
- User Acceptance Test (UAT)

**Project 2 Title: Gen-AI for Maintenance Copilot**
- **Problem Statement**:Maintenance tasks are highly skill-dependent with various knowledge domains (tool alarms, maintenance manuals, SOPs etc.) in diverse formats. Knowledge domains are not standardized across Fabs and domain-to-domain linkage is not digitally enabled.
- **Project Objective**:Maintenance Copilot that reduce search time and find relevant content faster, and capture senior technicians’ experience and knowledge that enables junior technicians to ramp up skills fast
- **Project Outcome**:Interns will gain experience in the semiconductor industry, demonstrate a good understanding of digital manufacturing with the guidance of the Digital Manufacturing Team. At the end of the internship, a presentation of learning experience and their achievements.
- **Project Scope**:

- Prioritization: understand current maintenance practice, skill-dependency and frequency of various error codes, to prioritize copilot scope
- Data preparation: identify required knowledge domains, clear and prepare for model development
- Model development and improvement
- User Acceptance Test (UAT)

**Project 3 Title: Business case development for Digital Manufacturing products**
- **Problem Statement**:Each digital manufacturing use-case requires development of business case to justify the financial investments required. A robust understanding of solution scope and applicable value levers is required to develop a financial model to size the opportunity at stake, specifically in the context of semiconductor manufacturing. The business case and financial justification needs to undergo stringent review and approval process.
- **Project Objective**:To outline the scope of digital manufacturing use-case, applicable value levers, and develop a business case, including financial model tailored to each use-case to comprehensively address the value levers and produce outputs of relevant financial metrics (e.g., ROI, ROIC, payback period) to enable investment decision. Prepare business case and financial outcome for presentation to the appropriate approving counsel.
- **Project Outcome**:Interns will gain experience in the semiconductor industry in the context of digital projects, learning about financial processes in large capex investment projects and how to develop a strong business and financial case. At the end of the internship, interns are expected to conduct a presentation of learning experience and their achievements.
- **Project Scope**:

- Defining and researching the financial levers and objectives within a business case for digital products
- Develop financial model with applicable value levers and assist in information gathering for financial analysis, including data to justify baselines and assum