Data & AI Architect - Cloud-Native Pipelines & Agentic AI

NCS; Singapore; On-site; SGD 180,000 - 280,000; Full time

Job summary

NCS in Singapore seeks a visionary Data & AI Architect to design and lead next‑generation data and AI solutions for clients across Singapore and the region. You will define end‑to‑end architectures that connect data engineering, applied AI, and agentic intelligence to unlock data, automation, and generative AI.

Partnering with Google Cloud, AWS, Microsoft Azure, and Databricks, you will build cloud‑native data platforms and AI systems, mentor delivery teams, and drive innovation as a thought

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Data Engineering, Artificial Intelligence, or related fields.
• 8–12 years in technology, with at least 5 years in data, AI, or solution architecture roles.
• Hands-on experience in cloud ecosystems (Google Cloud, AWS, Azure).
• Expertise in data engineering frameworks (Databricks, Spark, Kafka, Airflow, DBT) and modern AI architectures (LLM, RAG, agentic systems).
• Familiarity with vector databases (FAISS, Qdrant, Weaviate, Chroma) and MLOps/AIOps pipelines.

Responsibilities

• Architect cloud-native data platforms and pipelines for ingestion, transformation, analytics, and visualization.
• Design data lakehouse and real-time streaming architectures with governance and performance standards.
• Lead AI and agentic architectures using LLMs and reasoning engines; leverage LangChain, LlamaIndex, and RAG.
• Oversee technical design and ensure end-to-end architecture quality across delivery teams.
• Mentor engineers and collaborate with clients to embed AI capabilities into enterprise platforms.

Skills

Data Architecture

AI Architecture

Cloud Platforms

Databricks / Spark

LangChain / LLM

Education

Bachelor’s or Master’s in CS/Data Eng/AI

Tools

Databricks

Spark

Kafka

Airflow

DBT

FAISS / Qdrant / Weaviate / Chroma

Job description

NCS in Singapore seeks a visionary Data & AI Architect to design and lead next‑generation data and AI solutions for clients across Singapore and the region. You will define end‑to‑end architectures that connect data engineering, applied AI, and agentic intelligence to unlock data, automation, and generative AI.

Partnering with Google Cloud, AWS, Microsoft Azure, and Databricks, you will build cloud‑native data platforms and AI systems, mentor delivery teams, and drive innovation as a thought