Job Description

The client is a world-leading semiconductor fabrication provider with over 20 years of presence in Singapore, is seeking a Application Engineer to join the Automation & System Department's diverse team.





Role: Application Engineer (Artificial Intelligence)


Employment Type:

12-month Contract (Renewable)

Location:

East Singapore (onsite)

Working Pattern: Monday - Friday; 8:30am to 6:00pm

Key Responsibilities

Model Operations & Maintenance:

Monitor and maintain existing AI powered applications in production environment To track model performance metrics and detect performance deviation Execute model retraining procedures using established workflows and protocols Document model performance changes and maintenance activities

Equipment Integration & Model Enhancement:

Deploy and fan out newly introduced AI powered application across Fab Coordinate with base models and collect equipment-specific data for model fine-tuning Implement model updates and enhancements using pre-configured pipelines Validate model performance after updates and equipment integrations

Quality Assurance & Issue Resolution:

Identify image quality issues, data drift, and model performance anomalies Collaborate with users to resolve application/hardware related issues affecting model accuracy Perform basic troubleshooting of AI pipeline components Escalate complex technical issues and work with vendors for resolution Develop and implement improvement plan to enhance the accuracy and response quality.

Data Management & Documentation:

Work with IT department to maintain clean, organized datasets for model training and validation Create and update technical documentation for maintenance procedures Generate regular reports on model performance and system health Ensure compliance with data governance and quality standards Continuously monitor, analyze, and improve existing chatbot systems to maintain efficiency and high performance

Requirements:

Bachelor's degree in Engineering, Computer Science, Data Science, or related technical field

At least 2 years of experience with Machine Learning models, Large Language Models (LLM)

concepts

and prompt engineering for solution implementation. Experience in manufacturing or semiconductor industry.

Technical Skills:

Proficiency in

Python, C++, JavaScript and R programming

Proficiency with

data visualization tools

(Power BI, Tableau, matplotlib, seaborn, or similar) and web application development Familiarity with MLOps platforms (MLflow, Kubeflow, or similar) Familiar with data manipulation libraries (pandas, numpy) Experience with SQL databases (e.g. PostgreSQL) Experience with cloud platforms (AWS, Azure, or Google Cloud, GitHub) Basic knowledge of containerization (Docker) and version control (Git)



Interested candidates, please send your resume to

xiaoyee@wanco-manpower.com

with the subject of


"

Application Engineer

". Thank you.