Senior AI Data Engineer

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Description

NCS is a leading AI Tech Services company. With a 15,000-strong team across the Asia Pacific, NCS scales its platforms and capabilities to provide clients with greater agility and AI expertise across a range of Industries. Embracing a strong ecosystem of global partners, NCS transforms technology services delivery combining AI with digital resilience to drive real business impact. NCS is a subsidiary of the Singtel Group. Job Description Role Summary You are an autonomous AI Engineer, responsible for creating the harness for designing and building the AI harness, agent framework, and reusable engineering components required to operate a modern data platform based on Apache Iceberg , Trino , and Parquet . Your primary responsibility is not only to build data pipelines, but also to establish the agentic execution framework (AI Harness) that enables multiple specialized agents to collaborate, execute tasks, maintain state, orchestrate workflows, and deliver end-to-end data engineering capabilities. Depending on your level of experience, your focus in the team will be on either task execution, independent delivery, or technical leadership. Key Responsibilities AI Harness Development Design and implement the foundational agent framework that provides: Agent orchestration and coordination Workflow execution and state management Memory and context handling Tool and function calling Agent-to-agent communication Human approval workflows Logging and audit trails Error handling and reco

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