Lead AI Engineer: LLM-powered Enterprise Workflows

JPMorgan Chase & Co.; Dublin; On-site; EUR 120,000 - 180,000; Full time

Job summary

JPMorganChase in Dublin seeks an Applied AI / ML Lead Software Engineer to design, build, and operate agentic AI and LLM-powered workflows that drive operational excellence. You will collaborate across disciplines to ensure secure, reliable AI in enterprise platforms and contribute to platform standards.

You will partner with end-user services, SRE, security, and data stakeholders, delivering scalable AI solutions that improve productivity and employee experience.

Qualifications

• Demonstrate strong Python engineering skills for production-grade code, testing, and performance tuning.

Responsibilities

• Design and deliver LLM-powered applications that support workforce technology solutions and operational use cases.
• Build and maintain agentic AI workflows, including tool use, planning, structured outputs, and safety controls.
• Create and operationalize MCP servers/tools for secure agent interactions with internal services and data sources.
• Develop evaluation strategies for LLM systems and drive performance improvements through experimentation.
• Productionize models and AI services, including packaging, deployment, scaling, and observability.
• Implement monitoring for model and system health, and define operational SLOs/SLAs.
• Build CI/CD pipelines and automated testing for data, ML, and LLM systems.
• Ensure solutions meet governance requirements, including documentation, controls, and compliance.
• Build and maintain data pipelines and feature/retrieval layers to support AI use cases.
• Partner with product owners, platform engineering, SRE, security, and data stakeholders to integrate AI capabilities.
• Contribute to platform standards, reusable components, and best practices for AI engineering.

Skills

Python

LLM patterns

MCP integrations

CI/CD

AWS

Testing

Security

PyTorch

Tools

GitHub Copilot

Terraform

Databricks

Claude Code

Apache Spark

PostgreSQL

Job description

JPMorganChase in Dublin seeks an Applied AI / ML Lead Software Engineer to design, build, and operate agentic AI and LLM-powered workflows that drive operational excellence. You will collaborate across disciplines to ensure secure, reliable AI in enterprise platforms and contribute to platform standards.

You will partner with end-user services, SRE, security, and data stakeholders, delivering scalable AI solutions that improve productivity and employee experience.