Gen AI Engineer — Fast, Impactful POC to Production

NCS Pte Ltd; Singapore; On-site; SGD 90,000 - 130,000; Full time

Job summary

NCS Pte Ltd is seeking an AI Engineer/Senior AI Engineer to join NCS AI Central's Forward Deployed Engineering team in Singapore. You will design and run rapid experiments on Gen AI models, prompts, and retrieval strategies to deliver evidence-based results for POC/POV and pilot deployments.

Collaborate with PMs, devs, and SMEs to refine data and prompts, explore agentic orchestration frameworks, and advance model performance toward production-grade evaluation.

Qualifications

• 4–5 years hands-on experience in AI/ML or Gen AI engineering; ability to run experiments independently.

Responsibilities

• Design and run rapid experiments on Gen AI models, prompts, and retrieval strategies for evaluation.

Skills

Python

Gen AI concepts

Data wrangling

Experimentation

LLMOps

RAG concepts

Vector DBs

Model SDKs

LangGraph

Tools

AWS Bedrock

Google Vertex AI

Azure AI Foundry

LangGraph

Pandas

Jupyter

Vector DBs

Job description

NCS Pte Ltd is seeking an AI Engineer/Senior AI Engineer to join NCS AI Central's Forward Deployed Engineering team in Singapore. You will design and run rapid experiments on Gen AI models, prompts, and retrieval strategies to deliver evidence-based results for POC/POV and pilot deployments.

Collaborate with PMs, devs, and SMEs to refine data and prompts, explore agentic orchestration frameworks, and advance model performance toward production-grade evaluation.