#EG Data & AI Architect

NCS Group; Singapore; On-site; SGD 180,000 - 250,000; Full time

Benefits offered by this job

Google Professional Data Engineer / ML

AWS Machine Learning / Data Analytics

Microsoft Azure AI Engineer Associate

Databricks Certified

Job summary

NCS Group is seeking 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—helping enterprises unlock data, automation, and generative AI. Collaborate with Google Cloud, AWS, Microsoft Azure, and Databricks to deliver scalable, intelligent platforms with measurable business value.

Qualifications

• Bachelor’s or Master’s degree in Computer Science, Data Engineering, AI, or related fields.
• 8–12 years of technology experience including 5+ years in data/AI/architecture roles.
• Strong hands-on cloud experience (GCP, AWS, Azure).

Responsibilities

• Design Data & AI Architectures for cloud-native platforms.
• Build data lakehouse and real-time streaming architectures with governance.
• Lead AI and agentic architectures using LLMs and RAG frameworks.
• Collaborate with engineers to embed AI capabilities into enterprise platforms.
• Lead delivery, assurance, and cost optimization across teams.

Skills

Stakeholder communication

Cloud expertise

Data engineering

AI architectures

RAG / agentic systems

LangChain

LLMs

Education

Bachelor’s or Master’s degree in Computer Science, Data Engineering, Artificial Intelligence, or related fields

Tools

Databricks

Spark

Kafka

Airflow

DBT

FAISS

Qdrant

Weaviate

Chroma

LangChain

LlamaIndex

RAG

Job 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

About the Role

We are looking for 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 — helping enterprises and public agencies unlock the power of data, automation, and generative AI.

At NCS, we partner with leading technology ecosystems including Google Cloud, AWS, Microsoft Azure, and Databricks. You will collaborate closely with these partners and our clients to turn ideas into scalable, intelligent platforms that deliver measurable business value.

What You’ll Do

• Design Data & AI Architectures
• Architect cloud-native data platforms and pipelines for ingestion, transformation, analytics, and visualization.
• Design data lakehouse and real-time streaming architectures with strong governance and performance standards.
• Ensure the architecture supports scalability, resilience, and security across cloud and hybrid environments.
• Build Intelligent and Agentic AI Systems
• Lead the design of AI and agentic architectures that combine data pipelines, large language models (LLMs), and reasoning engines.
• Use frameworks such as LangChain, LlamaIndex, and Retrieval-Augmented Generation (RAG) to enable contextual, autonomous AI applications.
• Leverage hyperscaler ecosystems including Google Gemini, Agentspace, AWS Bedrock, and Azure AI Studio to operationalize next-generation AI systems.
• Lead Delivery and Assurance
• Oversee technical design and ensure end-to-end architecture quality across delivery teams.
• Provide technical leadership on solution integration, cost optimization, and compliance.
• Collaborate with software, cloud, and data engineers to embed AI capabilities seamlessly into enterprise platforms.
• Drive Innovation and Thought Leadership
• Develop and evangelize AI-first and agentic design principles across NCS and with clients.
• Create reusable blueprints, accelerators, and reference architectures to accelerate adoption.
• Mentor teams to uplift engineering and AI capabilities within NCS.
• Engage Clients and Partners
• Partner with clients to translate business needs into scalable data and AI solutions.
• Collaborate with leading cloud and AI technology partners to co-develop new industry offerings.
• Represent NCS in technology forums and client showcases as a thought leader in data and AI innovation.

Qualifications

What You Bring

• Bachelor’s or Master’s degree in Computer Science, Data Engineering, Artificial Intelligence, or related fields.
• 8–12 years of experience in technology, including at least 5 years in data, AI, or solution architecture roles.
• Strong hands-on experience in one or more 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.
• Excellent stakeholder communication skills — able to articulate technical strategy in business terms.

Preferred Certifications

• Google Professional Data Engineer / Machine Learning Engineer
• AWS Certified Machine Learning or Data Analytics Specialty
• Microsoft Azure AI Engineer Associate
• Databricks Certified Data Architect / Machine Learning Professional

Additional Information

Why Join NCS

• Lead high-impact AI management consulting programs for major enterprises and public sector clients.
• Shape enterprise strategies and governance frameworks that drive real transformation.
• Work with a talented, multidisciplinary team in a collaborative environment.
• Competitive compensation and strong professional development support.

We are driven by our AEIOU beliefs—Adventure, Excellence, Integrity, Ownership, and Unity—and we seek individuals who embody these values in both their professional and personal lives. We are committed to our Impact: Valuing our clients, Growing our people, and Creating our future.

Together, we make the extraordinary happen.

Learn more about us at ncs.co and visit our LinkedIn career site.