Agentic AI Lead — GenAI & Production ML Architect

JPMorgan Chase & Co.; Auchentibber; On-site; GBP 90,000 - 140,000; Full time

Job summary

JPMorgan Chase & Co. in Scotland seeks a hands-on Senior AI Engineer to join the IPB Technology AIML Team. You will translate business problems into scalable AI/ML solutions and drive production-grade services with measurable client impact.

You will lead end-to-end design, build, and delivery of priority IPB AI/ML use cases, focusing on agentic AI, guardrails, governance, and production readiness across international markets.

Qualifications

• Formal training or certification on AI/ML engineering concepts and applied experience.
• Advanced proficiency in Python and modern software engineering practices (testing, design patterns, code review, version control).
• Hands-on experience building, evaluating, and deploying ML models into production.

Responsibilities

• Owns end-to-end delivery of priority IPB AI/ML use cases, from problem framing to deployed production services.
• Leads the engineering build of agentic AI and LLM-powered products serving IPB advisors and clients across international markets.
• Establishes and operates Responsible AI controls in production (guardrails, observability, model risk controls) to firm-wide standards.
• Acts as a primary technical partner to IPB business stakeholders, surfacing new AI/ML opportunities and shaping them into funded workstreams.
• Represents the AIML team in firm-wide AI/ML governance and engineering forums; ensures cross-border, regulatory, and data-privacy considerations are reflected in solution design.
• Contributes to the team's GenAI education programme through training content and mentoring.

Skills

Python

CI/CD

Cloud deployment

Large Language Models

Stakeholder communication

Education

Master's degree in Computer Science, Data Science, Engineering, or related field

Tools

Databricks

Kubernetes

Job description

JPMorgan Chase & Co. in Scotland seeks a hands-on Senior AI Engineer to join the IPB Technology AIML Team. You will translate business problems into scalable AI/ML solutions and drive production-grade services with measurable client impact.

You will lead end-to-end design, build, and delivery of priority IPB AI/ML use cases, focusing on agentic AI, guardrails, governance, and production readiness across international markets.