AI Transformation Lead: Production-Ready LLM Solutions

GIC; Singapore; Híbrido; SGD 180.000 - 260.000; Jornada completa

Descripción de la vacante

GIC is seeking a Data Scientist to design and deliver LLM-based AI solutions across Finance, HR, Cybersecurity, and Legal & Compliance. You will own productionisation end-to-end—from architecture and deployment to monitoring and cost control—while partnering with senior leaders to shape the AI roadmap and drive adoption.

The role requires strong knowledge of LangChain, LangGraph, Claude, and enterprise integrations (e.g., SAP), plus experience building data pipelines on AWS/Databricks.

Formación

• Degree in a quantitative discipline (Computer Science, Engineering, Mathematics, Physics, Statistics, Finance, or similar).
• Strong track record of productionising LLM-based solutions at scale in an industry setting.
• Demonstrated stakeholder management with senior business leaders, including managing expectations and driving change.
• Strong knowledge of AI frameworks such as LangChain, LangGraph, and Claude, with deep experience in agentic architectures and agent harness design.
• Proven experience building tools and MCP servers or equivalent integrations to enterprise systems, with security and auditability.
• Strong software engineering and architecture skills (testing, CI/CD, cloud-native deployment).
• Strong data science skills: metrics, evaluation methodology, how models work, and LLM fine-tuning.
• Experience building and leading delivery of data pipelines on AWS, Databricks, or similar frameworks.
• Proven ability to measure ROI and communicate it to senior, non-technical audiences.
• At least 7 years of relevant experience, including 4 years of hands-on delivery, and experience mentoring others.

Responsabilidades

• Lead the design and delivery of LLM and agentic AI solutions that transform Finance, HR, Cybersecurity, and Legal & Compliance.
• Own productionisation end to end: architecture, deployment, monitoring, security, and cost.
• Partner with senior stakeholders to shape the AI roadmap, prioritise use cases, and drive adoption.
• Lead the design of tools and MCP servers connecting AI agents to enterprise systems such as SAP, and set standards for agent harness design and evaluation.
• Lead data pipeline design on AWS and Databricks, working with the IIG platform team on platform evolution.
• Define the ROI framework for solutions and report realised benefits to senior management.
• Mentor Associates and AVPs and raise the team’s technical bar.

Conocimientos

LLM-based productionising

Stakeholder management

AI framework knowledge

Enterprise integration

Cloud data pipelines

CI/CD

ROI measurement

Mentoring

Educación

Quantitative degree

Herramientas

LangChain

LangGraph

Claude

SAP

Descripción del empleo

GIC is seeking a Data Scientist to design and deliver LLM-based AI solutions across Finance, HR, Cybersecurity, and Legal & Compliance. You will own productionisation end-to-end—from architecture and deployment to monitoring and cost control—while partnering with senior leaders to shape the AI roadmap and drive adoption.

The role requires strong knowledge of LangChain, LangGraph, Claude, and enterprise integrations (e.g., SAP), plus experience building data pipelines on AWS/Databricks.