Job Overview
With the rapid development of Industry 4.0, UMC Singapore is transforming from a traditional semiconductor manufacturing factory to a brand-new enterprise of intelligent and smart manufacturing. A fully automatic transmission in our large manufacturing base with thousands of process data recorded per minute and hundreds of millions of equipment parameters collected per second. Imagine the most advanced intelligent and intelligent manufacturing applications such as APC, VM, PHM/RPA requires your talents to tap the value in these data to ensure the leading quality of our products and enable engineers to handle the tedious work easily.
UMC ESI is looking for talents in data analysis and processing, data visualization, algorithm, big data and artificial intelligence system development. Join us and start a new chapter in your career!
Responsibilities
Day to Day on equipment parameter FDC daily index and to timely address on abnormalities
Be familiar with communication protocols to obtain real-time equipment data as equipment monitoring parameters
Perform data collection, collation and analysis to find productivity, yield, cost and other opportunities for improvement
Use various data algorithms and tools to process large amounts of data (visualize and set control to the data)
Coordinate PC/PHM/Virtual metrology/RPA and other smart manufacturing project development and management
Qualifications
Possess at least a bachelor's degree in engineering
Able to think critically and possess research skills
Possess good communication skills
Possess good time management skills as well as a strong sense of commitment
Proficiency in C#, .NET, Python, R, SQL and other similar languages or tools
Prior leadership or competition experience (preferably in artificial intelligence projects) will be an advantage
Candidates with at least 2 years of relevant prior working experience may be considered for a senior position
UMC is a leading global semiconductor foundry company. The company provides high quality IC fabrication services, focusing on logic and various specialty technologies to serve all major sectors of the electronics industry. UMC’s comprehensive IC processing technologies and manufacturing solutions include Logic/Mixed-Signal, embedded High-Voltage, embedded Non-Volatile-Memory, RFSOI and BCD etc. Most of UMC's 12-in & 8-in fabs with its core R&D are located in Taiwan, with additional ones throughout Asia. UMC has total 12 fabs in production with combined capacity close to 800,000 wafers per month (8-in equivalent), and all of them are certified with IATF-16949 automotive quality standard.
UMC is headquartered in Hsinchu, Taiwan, plus local offices in United States, Europe, China, Japan, Korea and Singapore, with worldwide total 20,000 employees.