AI Harness Architect for Multi-Agent Data Platforms

NCS Pte Ltd; Singapore; On-site; SGD 150,000 - 220,000; Full time

Benefits offered by this job

None

Job summary

NCS Pte Ltd is a leading AI Tech Services company driving AI-enabled data platforms in APAC. We seek an autonomous AI Consultant to design and build the AI harness, agent framework, and reusable components for a modern data platform based on Apache Iceberg, Trino, and Parquet.

You will architect an agentic execution framework enabling multi-agent collaboration, workflow orchestration, and end-to-end data engineering capabilities.

Qualifications

• Experience with Generative AI, Agentic AI, or LLM-based solutions.
• Proficiency in Python, including FastAPI, Pydantic and Pandas.
• Experience designing and implementing AI Harness or multi-agent frameworks.
• Hands-on experience with LangChain & LangGraph.
• Experience with Apache Iceberg, Trino, and Parquet-based lakehouse architectures.
• Experience building data ingestion, transformation, and orchestration pipelines.
• Strong knowledge of metadata management, data lineage, and data governance practices.
• Experience developing REST APIs, SDKs, and reusable engineering frameworks.
• Experience with observability, monitoring, tracing, and operational support practices.
• Strong understanding of distributed systems, event-driven architectures, and microservices patterns.
• Proven ability to design, develop, and operationalize enterprise-grade AI agents for data discovery, ingestion, transformation, optimization, governance, and observability.
• Familiar with modern data engineering technologies, including DuckDB, dbt, and related engineering tools for data transformation, modelling, and pipeline development.

Responsibilities

• AI Harness Development: design and implement foundational agent framework with orchestration, state management, and logging.
• Specialized Agents Creation: build agents for data discovery, ingestion, transformation, and governance.
• Ensure security, access controls, and compliance within agent and workflow systems.
• Monitor pipelines and agent activities; detect failures and bottlenecks; generate alerts and insights.

Skills

Generative AI

Agentic AI / multi-agent design

LLM-based solutions

Python programming

Data governance

Data orchestration

Distributed systems

Observability & monitoring

Documentation & runbooks

Tools

LangChain

LangGraph

Apache Iceberg

Trino

Parquet

DuckDB

dbt

Pydantic

FastAPI

Pandas

REST API development

Job description

NCS Pte Ltd is a leading AI Tech Services company driving AI-enabled data platforms in APAC. We seek an autonomous AI Consultant to design and build the AI harness, agent framework, and reusable components for a modern data platform based on Apache Iceberg, Trino, and Parquet.

You will architect an agentic execution framework enabling multi-agent collaboration, workflow orchestration, and end-to-end data engineering capabilities.