Python Data Engineer III- Machine Learning

JPMorgan Chase & Co.; Glasgow; On-site; GBP 60,000 - 100,000; Full time

Job summary

Join a dynamic team as a Data Engineer III where you'll leverage your expertise in machine learning and data engineering to drive impactful solutions. This role involves designing and deploying innovative data collection and analytics systems, while collaborating with cross-functional teams to integrate machine learning models into production. You'll work with cutting-edge technologies like PyTorch and AWS, and have the opportunity to fine-tune large language models, staying ahead of advancements in generative AI. If you're passionate about data and eager to contribute to a winning culture, this is the perfect opportunity for you.

Qualifications

• Experience in building and deploying machine learning models.
• Hands-on experience with statistical analysis and deep learning architectures.

Responsibilities

• Design and deploy machine learning models for business solutions.
• Collaborate with teams to integrate models into production systems.

Skills

Python

Machine Learning

Deep Learning

Statistical Analysis

Problem Solving

Communication

Education

Certification in Data Engineering

Formal Training in Machine Learning

Tools

PyTorch

Scikit-learn

NumPy

Pandas

AWS

Google Cloud

Azure

Docker

Git

Job description

Job Description

Be part of a dynamic team where your distinctive skills will contribute to a winning culture and team.

As a Data Engineer III at JPMorgan Chase within the Developer Platforms and Insights team, you serve as a seasoned member of an agile team to design and deliver trusted data collection, storage, access, and analytics solutions in a secure, stable, and scalable way. You are responsible for developing, testing, and maintaining critical data pipelines and architectures across multiple technical areas within various business functions in support of the firm's business objectives.

Job responsibilities

• Design, develop, and deploy machine learning models to solve complex business problems.
• Collaborate with cross-functional teams to integrate ML models into production systems.
• Utilize PyTorch, Scikit-learn, NumPy, and Pandas for data analysis and model development.
• Develop and maintain APIs for model deployment and integration.
• Fine-tune large language models to enhance performance and accuracy.
• Apply deep learning architectures such as LSTMs and Transformers to relevant projects.
• Stay updated with the latest advancements in generative AI and implement innovative solutions.
• Conduct statistical analysis to support model development and validation.

Required qualifications, capabilities, and skills

• Formal training or certification on Data engineering concepts and applied experience
• cProven experience in building and deploying machine learning models.
• Hands-on experience with PyTorch, Scikit-learn, NumPy, and Pandas.
• Proficient in Python programming language and building APIs.
• Solid understanding of statistics and machine learning theory.
• Experience with deep learning architectures, including LSTMs and Transformers.
• Experience in fine-tuning large language models.
• Knowledge of generative AI (GenAI) technologies.
• Strong problem-solving skills and the ability to work independently and collaboratively.
• Excellent communication skills to convey complex technical concepts to non-technical stakeholders.

Preferred qualifications, capabilities, and skills

• Experience with cloud platforms such as AWS, Google Cloud, or Azure.
• Familiarity with version control systems like Git.
• Experience in deploying models using containerization technologies like Docker.

About Us

J.P. Morgan is a global leader in financial services, providing strategic advice and products to the world's most prominent corporations, governments, wealthy individuals and institutional investors. Our first-class business in a first-class way approach to serving clients drives everything we do. We strive to build trusted, long-term partnerships to help our clients achieve their business objectives.

We recognize that our people are our strength and the diverse talents they bring to our global workforce are directly linked to our success. We are an equal opportunity employer and place a high value on diversity and inclusion at our company. We do not discriminate on the basis of any protected attribute, including race, religion, color, national origin, gender, sexual orientation, gender identity, gender expression, age, marital or veteran status, pregnancy or disability, or any other basis protected under applicable law. We also make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as mental health or physical disability needs. Visit our FAQs for more information about requesting an accommodation.

About the Team

J.P. Morgan's Commercial & Investment Bank is a global leader across banking, markets, securities services and payments. Corporations, governments and institutions throughout the world entrust us with their business in more than 100 countries. The Commercial & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.