Lead AI Architect
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Key skills for this role
Role Overview
We are looking for a Senior Lead AI Architect to own the end-to-end architecture of secure, enterprise-grade Generative AI and AI infrastructure platforms for highly regulated banking environments.
You will work closely with Business, Product, Data Science, Engineering, Infrastructure, and client teams to translate business requirements into scalable AI solutions.
Key Skills for This Role
Full Job Posting
Role Overview
We are looking for a Senior Lead AI Architect to own the end-to-end architecture of secure, enterprise-grade Generative AI and AI infrastructure platforms for highly regulated banking environments.
You will work closely with Business, Product, Data Science, Engineering, Infrastructure, and client teams to translate business requirements into scalable AI solutions.
What You'll Do
Architect enterprise GenAI, LLM, RAG and AI/ML platforms for secure on-premise and air-gapped environments.
Design GPU-accelerated infrastructure using NVIDIA DGX, H100/B200, NVLink/NVSwitch.
Architect AI platforms on Red Hat OpenShift/Kubernetes using the NVIDIA GPU Operator.
Design and integrate NVIDIA NIM, Triton Inference Server, DataRobot and Graph Databases.
Build architectures supporting RAG, Knowledge Graphs and enterprise data pipelines.
Define security, scalability, performance and data-sovereignty standards for banking environments.
Provide technical leadership and guidance to Data Science, Engineering and AI teams.
Evaluate emerging AI technologies and drive adoption of solutions that create measurable business impact.
What We're Looking For
8+ years of experience in AI/ML, enterprise architecture, infrastructure or related areas.
3+ years designing large-scale GenAI, LLM, AI/ML or GPU-accelerated solutions.
Strong experience with NVIDIA GPUs, OpenShift, Kubernetes and GPU Operator.
Hands-on knowledge of NVIDIA NIM / Triton, DataRobot and Graph Databases such as Neo4j / ArangoDB.
Strong understanding of RAG, LLM infrastructure, distributed systems and AI platforms.
Experience in Banking/BFSI, FinTech or highly regulated environments.
Strong stakeholder management, problem-solving and technical leadership skills.
Brownie Points: Experience with air-gapped environments, large-scale LLM inference, Knowledge Graphs, Agentic AI or recommendation systems.
About Crayon Data
Singapore-based AI revenue acceleration company helping banking, fintech, and travel enterprises personalize customer engagement.
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