Applied AI/ML Engineer — From Concept to Production

J.p. Morgan's Commercial & Investment Bank; Greater London; On-site; GBP 120,000 - 180,000; Full time

Job summary

J.P. Morgan's Commercial & Investment Bank is seeking an Applied AI Scientist with strong machine learning experience to join our AI Technologies team.

In this hands-on role, you'll help build practical ML and generative AI solutions that move from experimentation into production, collaborating with product owners, data engineers, software engineers, and other ML practitioners. You will design, test, and deploy AI capabilities at scale, write production-quality code, and seek ways to improve

Qualifications

• STEM degree or equivalent practical experience.
• Applied experience with machine learning and deep learning methods.
• Proficiency in Python and programming experience in Java, C/C++ or similar languages.
• Ability to take ownership of tasks and deliver results with limited supervision.
• Strong attention to detail and follow-through.
• Effective communication and ability to collaborate in a team.
• Experience working with engineers, product managers, and ML practitioners.

Responsibilities

• Apply machine learning, deep learning, and generative AI techniques to business problems.
• Design, run, and evaluate ML experiments using current tools and frameworks.
• Work with large language models, AI agents, and related methods to enhance ML workflows.
• Write production-quality code and own solutions from proof of concept to deployment.
• Improve model accuracy, reliability, and performance by identifying optimization opportunities.
• Partner with product and engineering teams to build scalable and maintainable solutions.
• Contribute technical expertise to model design and platform implementation decisions.
• Share knowledge and help elevate the technical standard of our ML work.

Skills

STEM degree

Applied ML & DL

Python

Java/C/C++

Education

STEM degree or equivalent

Tools

SageMaker

EKS

Cloud platforms

Job description

J.P. Morgan's Commercial & Investment Bank is seeking an Applied AI Scientist with strong machine learning experience to join our AI Technologies team.

In this hands-on role, you'll help build practical ML and generative AI solutions that move from experimentation into production, collaborating with product owners, data engineers, software engineers, and other ML practitioners. You will design, test, and deploy AI capabilities at scale, write production-quality code, and seek ways to improve