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Application Engineer (Artificial Intelligence) - Islandwide, SG
WANCO MANPOWER PTE LTDIslandwide, SG8 days ago
Job descriptionDeploy 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 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. 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 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. 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) .NET
Roles & Responsibilities
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 :
Quality Assurance & Issue Resolution :
Data Management & Documentation :
Requirements :
Technical Skills :
Interested candidates, please send your resume to xiaoyee@wanco-manpower.com with the subject of
“ Application Engineer ”. Thank you.
Tell employers what skills you have
Techsavvy
Troubleshooting
Customer Interaction
Scripting
SDLC
Mastering
Logstash
Fabrication
Protocol
Production Line
Kibana
Technical Product Management
Linux
MIS
Customer Advocacy
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Engineer Islandwide Sg • Islandwide, SG
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