Agentic AI Demand Planning Engineer

A*STAR - Agency for Science, Technology and Research; Singapore; On-site; SGD 120,000 - 180,000; Full time

Job summary

A*STAR's ARTC Digital Supply Chain Group seeks an engineer with expertise in agentic AI, LLMs and demand planning analytics to help design next‑generation AI‑powered decision‑support for supply chains across industries.

You will build end‑to‑end solutions connecting AI agents with forecasting models, databases, APIs, and enterprise data, and collaborate with domain experts to deliver user‑centric dashboards and validated, explainable recommendations.

Qualifications

• Bachelor’s or Master’s degree in a related field such as CS, data science, AI, industrial engineering, OR, or SCM.
• Strong proficiency in Python and data analytics/AI libraries.
• Hands-on experience with LLM architectures, agentic workflows, backend/frontend integration.
• Experience with LangChain, RAG, tool calling, and context management.
• Ability to connect AI agents with enterprise data, APIs, and business rules.

Responsibilities

• Design and develop agentic AI solutions for demand planning and supply-chains.
• Develop LLM-powered agents and workflows that reason over data and generate actionable recommendations.
• Apply LLM/agentic AI technologies including tool calling, RAG, and human-in-the-loop controls.
• Integrate LLM agents with forecasting models, enterprise data, APIs, and business rules.

Skills

Python

LLMs

Agentic AI

Demand planning analytics

Frontend development

Backend development

REST APIs

Time-series forecasting

Data analytics

Communication skills

Education

Bachelor’s/Master’s in CS/Data Science/AI/Industrial Engineering/Operations Research/Supply Chain Management

Tools

LangChain

LangGraph

LlamaIndex

Semantic Kernel

FastAPI

React

PyTorch

Job description

A*STAR's ARTC Digital Supply Chain Group seeks an engineer with expertise in agentic AI, LLMs and demand planning analytics to help design next‑generation AI‑powered decision‑support for supply chains across industries.

You will build end‑to‑end solutions connecting AI agents with forecasting models, databases, APIs, and enterprise data, and collaborate with domain experts to deliver user‑centric dashboards and validated, explainable recommendations.