AI Application Engineer

Systems on Silicon Manufacturing Company Pte Ltd (SSMC)

Singapore · Full-time · Entry

SSMC (Systems on Silicon Manufacturing Company Pte. Ltd.) is a Joint Venture between NXP and TSMC. We offer flexible and cost-effective semiconductor fabrication solutions by maintaining fully equipped SMIF cleanroom environment, 100% equipment automation and proven wafer-manufacturing processes.

We’re looking for innovative, passionate, and talented people like you to join our team.

We’re searching for an Engineer/ Senior Engineer to be part of our Automation & Systems (Fab Automation & Application) Department diverse team of talent.

What You Will Be Working On

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

More About You

Bachelor’s degree in Engineering, Computer Science, Data Science, or related technical field
1-3 years of experience with Machine Learning models, Large Language Models (LLM) concepts and prompt engineering for solution implementation
Experience in manufacturing or semiconductor industry
Familiar in data engineering, big data management, data modeling and warehousing
Proficiency in Python, C++, JavaScropt 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)
Detail-oriented with strong organizational skills
Ability to work independently and follow standard operating procedures
Willingness to learn, agile and adapt rapidly to new technologies and processes

SSMC is firmly committed to upholding equal employment opportunities for all individuals. We strictly adhere to the Tripartite Guidelines on Fair Employment Practices (TGFEP), the Singapore Food Safety and Security Act 2025 (FSSA 2025), and the Singapore Code of Advertising Practice. All qualified applicants will receive non-discriminatory consideration for employment on the basis of merit and regardless of age, race, gender, religion, marital status and family responsibilities, or disability, or any other attributes as protected by the relevant laws.

Key Skills

Ranked by relevance

ai cloud data visualization containerization machine learning matplotlib power bi big data kubeflow tableau seaborn python docker pandas mlflow mlops sql aws nxp c

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