Lead Data Analytics Engineer - AI/ML for Yield & Quality

MICRON SEMICONDUCTOR ASIA OPERATIONS PTE LTD; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

Micron Technology Asia Operations PTE LTD is seeking a data analytics and ML-focused professional to drive yield and quality improvements across the HIG HBM Product Engineering Advanced Data Analytics team. You will develop algorithms, build robust disposition solutions, and establish proactive deviation alerts to boost data infrastructure and product success.

The role involves mentoring team members, collaborating with cross-functional teams, and focusing on KPIs like quality, cost, cycle time,

Qualifications

• Bachelor's or Master's in Engineering, Computer Science, Statistics, Artificial Intelligence, or related fields.
• Strong technical skills with data analytics and analysis tools (JMP, Tableau, Power BI).
• Proficiency in programming languages such as Python, R, SQL, and web technologies (JavaScript, HTML, CSS).
• Proficient in statistical analysis, predictive modeling, and ML libraries (TensorFlow, Scikit-learn, PyTorch).
• Excellent communication to present findings to non-technical stakeholders.
• Onsite in Singapore with international travel to Taiwan.

Responsibilities

• Lead initiatives to enhance yield and quality through data analytics, ML, and AI.
• Develop algorithms for data mining and pattern recognition to improve quality and yield.
• Build and upgrade data infrastructure pipelines using cloud technologies.
• Collaborate with cross-functional teams (Fab, HBM Tech Development, Design, System Development, Quality/Reliability).
• Promote innovation and maintain a technical edge over competitors.
• Act as AI/ML advocate to improve KPIs such as Quality, Cost, Cycle Time, and Scale.

Skills

Data analytics

Communication

Education

Bachelor's or Master's in Engineering/CS/Statistics/AI

Tools

JMP

Tableau

Power BI

Python

R

SQL

JavaScript

HTML/CSS

Job description

Micron Technology Asia Operations PTE LTD is seeking a data analytics and ML-focused professional to drive yield and quality improvements across the HIG HBM Product Engineering Advanced Data Analytics team. You will develop algorithms, build robust disposition solutions, and establish proactive deviation alerts to boost data infrastructure and product success.

The role involves mentoring team members, collaborating with cross-functional teams, and focusing on KPIs like quality, cost, cycle time,