AI/ML Research Software Engineer at JPMorgan Chase Bank, N.A. (London, UK)

JPMorgan Chase Bank, N.A.

Posted: over 2 years ago

Company Website
https://stackoverflow....
Position type
full time
Job source
Stack overflow
Category
programming
Remote
No
Salary
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Job location
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About

Responsibilities
* Accelerate research through dedicated engineering support
* Optimise the performance of research prototypes and produce high-quality, reusable code and components
* Assist in the creation and maintenance of a cloud-based research lab that will enable rapid prototyping and experimentation with new AI/ML models
* Develop and maintain a research code library as an internal and external opensource offering with multiple contributors
* Increase our deployment velocity, including the process for transferring research code (models and data pipelines) into production.
* Gather, transform and analyse data of relevance to research
* Build and maintain data pipelines for analytics, model evaluation and training
* Contribute to architecture and software management discussions and tasks

Requirements
* Minimum Bachelor of Science degree in Computer Science, Software Engineering, Electrical Engineering, Computer Engineering or related field.
* Proven programming/scripting skills with multiple modern programming languages including Python, Java and similar.
* Excellent knowledge of data structures and algorithms and the latest developments in software engineering
* Demonstrated interest and experience in AI/ML
* Work-related experience in professional software development.
* Ability to thrive on ambiguity and multi-task in a fast-moving environment
* Excellent software design, problem solving and debugging skills.
* Knowledge of software engineering best practices, including DevOps, DataOps and MLOps
* Strong interpersonal skills; able to work independently as well as in a team

Desirable
* Experience working closely with data scientists and/or ML engineers in designing & building out auto-scaling ML systems.
* Experience of cloud engineering (e.g. AWS, Azure, GCP)
* Experience building data pipelines for structured, semi-structured and unstructured data in production
* Experience with deep learning frameworks such as TensorFlow or Pytorch.
* Experience with data labelling, validation, provenance and versioning.
* You believe in continuous learning, sharing best practices, encouraging and elevating less experienced colleagues as they learn.
* You have a strong commitment to development best practices and code reviews.

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. In accordance with applicable law, we make reasonable accommodations for applicants' and employees' religious practices and beliefs, as well as any mental health or physical disability needs.

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