AI/ML Software Engineer — Agile ML Systems

JPMorgan Chase & Co.; Greater London; On-site; GBP 90,000 - 150,000; Full time

Job summary

JPMorgan Chase & Co. in London seeks an AI/ML Software Engineer to deliver end-to-end AI/ML projects within an Agile lifecycle. You will translate business needs into technical specs and milestones while producing secure, production-grade code and scalable algorithms.

You will craft architecture artifacts, develop data visualizations, and explore emerging technologies, contributing to engineering communities and modernizing systems.

Qualifications

• Formal training or certification in software engineering concepts.
• Hands-on practitioner delivering production AI/ML solutions.
• Familiarity with LangChain, LangGraph, and Auto-GPT.
• Deep knowledge of machine learning and artificial intelligence.
• Expertise in at least one area: LLMs, NLP, Knowledge Graph, CV, Speech, RL, Ranking/Recommendation, or Time Series.
• Knowledge of data structures, algorithms, ML, data mining, IR, and statistics.
• Understanding of ML frameworks: TensorFlow, PyTorch, Keras, MXNet, Scikit-Learn.
• Strong Python and Spark programming; vector ops with numpy/scipy; distributed computing with multithreading, multi GPUs, Dask, Ray, Polars.
• Familiarity with AWS services EMR and Sagemaker.
• Overall SDLC knowledge.
• Strong Agile, CI/CD, resiliency, and security understanding.

Responsibilities

• Deliver AI/ML projects through the ML development life cycle using Agile methodology.
• Transform business requirements into AI/ML specifications, define milestones, and ensure timely delivery.
• Execute solutions, design, development, and technical troubleshooting with innovative approaches.
• Create secure and high-quality production code, maintaining algorithms that run with systems.
• Produce architecture and design artifacts for complex applications, ensuring design constraints are met.
• Gather, analyze, synthesize, and develop visualizations and reporting from large, diverse data sets.
• Identify hidden problems and patterns in data to drive improvements in coding hygiene and system architecture.
• Contribute to software engineering communities of practice and events exploring new technologies.

Skills

LangChain

LangGraph

Auto-GPT

Python

Apache Spark

Machine Learning

TensorFlow

PyTorch

scikit-learn

AWS Sagemaker

EMR

Distributed Computing

CI/CD

Security

Tools

EMR

Sagemaker

Spark

Job description

JPMorgan Chase & Co. in London seeks an AI/ML Software Engineer to deliver end-to-end AI/ML projects within an Agile lifecycle. You will translate business needs into technical specs and milestones while producing secure, production-grade code and scalable algorithms.

You will craft architecture artifacts, develop data visualizations, and explore emerging technologies, contributing to engineering communities and modernizing systems.