Data Scientist
Core
Develop AI and Machine Learning products using data science and Generative AI techniques to support investment promotion, industry development, and corporate functions for Singapore Government Agencies.
Role type
Full-stack Data Scientist (Generative AI & ML)
Builds
AI-powered applications, Assistants on PAIR / AIBots, backend APIs, and frontend interfaces
Domain
Government services, Investment promotion, Industry development
Required skills
Regression and classification, Python (pandas, scikit-learn, XGBoost, NLTK, spaCy), LLM concepts (context windows, embeddings, RAG), Prompt optimization, Git, SQL, Business Intelligence tools (Tableau, Qlik, PowerBI), TypeScript, C#, AWS, Docker/Kubernetes, Web frameworks (FastAPI, Flask, Express.js), React/Vue.js, LLM frameworks (LangChain, LlamaIndex, Hugging Face), Vector databases (Pinecone, Chroma, FAISS), AI agent frameworks
Preferred skills
None stated
Technologies
Python, TypeScript, C#, AWS, Docker, Kubernetes, React, Vue.js, FastAPI, Flask, Express.js, LangChain, LlamaIndex, Hugging Face, Pinecone, Chroma, FAISS, Tableau, Qlik, PowerBI
Responsibilities
Collaborate with business users to identify priorities and develop data science/GenAI solutions; Research emerging AI techniques; Perform data wrangling, preprocessing, and feature engineering; Support operations and maintenance of deployed models and AI Assistants; Develop backend APIs and frontend interfaces for AI applications; Document product changes; Implement security fixes
Seniority
Mid-level, hands-on IC