Data Scientist
Core
Develop AI and Machine Learning products using 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/ML products, Assistants on PAIR / AIBots, backend APIs, and frontend interfaces for AI-powered applications
Domain
Government services, Investment promotion, Industry development
Deliverable
production ML models | product features
Required skills
Regression and classification, Python (pandas, scikit-learn, XGBoost, NLTK, spaCy), LLM concepts (context windows, embeddings, RAG), Context engineering, Prompt optimization, Git, SQL, Business Intelligence tools (Tableau, Qlik, PowerBI), TypeScript, C#, AWS, Docker/Kubernetes, Web frameworks (FastAPI, Flask, Express.js), RESTful APIs, 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, FastAPI, Flask, Express.js, React, Vue.js, LangChain, LlamaIndex, Hugging Face, Pinecone, Chroma, FAISS
Responsibilities
Collaborate with business users to identify priorities and develop data science/Generative AI 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; Document product changes; Implement security fixes
Seniority
Mid-level, hands-on IC
