Application Engineer

2 weeks ago

Singapore Wanco Manpower Pte Ltd Full time $90,000 - $120,000 per year

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 - with the subject of

" Application Engineer ". Thank you.

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