Senior AI Data Engineer: Architect AI Harness & Pipelines

NCS Pte Ltd; Singapore; On-site; SGD 180,000 - 240,000; Full time

Job summary

NCS Pte Ltd is seeking an autonomous AI Engineer to design and build the AI Harness, agent framework, and reusable components for a modern data platform using Iceberg, Trino, and Parquet. You will help orchestrate multi-agent workflows, maintain state, and deliver end-to-end data engineering capabilities.

Depending on experience, focus areas include task execution, independent delivery, or technical leadership, with emphasis on scalable, secure, and observable solutions.

Qualifications

• Experience with Generative AI, Agentic AI, or LLM-based solutions.
• Proficiency in Python and modern data platforms (Iceberg/Trino/Parquet).
• Experience designing and implementing AI Harness or multi-agent frameworks.

Responsibilities

• AI Harness Development: design and implement the foundational agent framework.
• Specialized agents: enable discovery, ingestion, transformation, and governance tasks.
• Ensure security, observability, and governance across pipelines and agents.
• Collaborate with delivery teams and maintain CI/CD artifacts for deployments.

Skills

Generative AI

Agentic AI

Python

FastAPI

Pydantic

Pandas

LangChain

LangGraph

Iceberg

Trino

Parquet

DuckDB

dbt

REST APIs

Observability

Distributed systems

Tools

LangChain

LangGraph

Apache Iceberg

Trino

Parquet

DuckDB

dbt

FastAPI

Pydantic

Pandas

REST APIs

Job description

NCS Pte Ltd is seeking an autonomous AI Engineer to design and build the AI Harness, agent framework, and reusable components for a modern data platform using Iceberg, Trino, and Parquet. You will help orchestrate multi-agent workflows, maintain state, and deliver end-to-end data engineering capabilities.

Depending on experience, focus areas include task execution, independent delivery, or technical leadership, with emphasis on scalable, secure, and observable solutions.