Manager, Data Analytics (Senior Analyst, Applied AI & Data Science)
NTU Main Campus, Singapore
SGD 78K-130K (estimate) Senior-level Full Time
Tasks
- Build AI agent workflows
- Build machine learning models
- Communicate findings to technical and non-technical stakeholders
- Conduct model testing and evaluation
- Define data requirements for AI solutions
- Design AI data science solutions
- Design evaluation metrics and test cases
- Develop GenAI RAG pipelines
- Develop NLP models
- Engineer features for modeling
- Integrate AI models into automation workflows
- Perform exploratory data analysis
- Prepare requirements documentation
- Provide vendor technical input
- Share knowledge with junior team members
- Test prompts and validate responses
- Translate operational challenges into AI problem statements
Perks/Benefits
- N/A
Skills/Tech-stack
AI Agents | AI Search | Azure AI | Azure AI Search | Azure OpenAI | Case design | Classification | Clustering | Data Analysis | Evaluation metrics | Exploratory Data Analysis | Feature Engineering | Forecasting | LLM | Language Processing | Machine Learning | Model Evaluation | Natural Language | Natural Language Processing | NumPy | OpenAI API | Pandas | Predictive Modeling | Prompt engineering | Prompt testing | Python | RAG | Recommendation Systems | Regression | Retrieval evaluation | SQL | Scikit-learn | Semantic Search | Test Case | Test Case Design | Vector Search
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