Applied AI ML Lead - Senior Machine Learning Scientist

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Job Description

As an Applied AI ML Lead in the JPMorgan Corporate Investment Bank, you will be part of our industry-leading team, combining cutting-edge AI techniques with the company's unique data assets to optimize business decisions and automate processes. You will have the opportunity to advance the state-of-the-art in AI as applied to financial services, leveraging the latest research from fields of Natural Language Processing, Computer Vision, and statistical machine learning to build products that automate processes, help experts prioritize their time, and make better decisions.

Our scientists take the lead in translating business requirements into machine learning problems and ensure through ongoing literature review that our solutions leverage the most appropriate algorithms.

The role is initially that of an individual contributor, though there will be optional opportunity for management responsibility dependent on the candidate's experience.

Job responsibilities

• Focus on rapidly delivering business value with our Applied AI ML solutions.
• Collaborate closely with ML engineers throughout the entire product lifecycle to ensure that experimental results are reproducible and we're able to rapidly promote from "Proof of Concept" to production

Required qualifications, capabilities, and skills

• Hands on experience in a commercial/ Postdoctoral Research role
• PhD in a quantitative discipline, e.g. Computer Science, Mathematics, Statistics
• Able to understand business objectives and align ML problem definition
• Track record of solving real world problems with AI
• Deep specialism in NLP or Computer Vision
• Deep understanding of fundamentals of statistics, optimization and ML theory
• Extensive experience with pytorch, numpy, pandas
• Hands on experience finetuning modern deep learning architectures (transformers, CNN, autoencoders etc.)
• Knowledge of open source datasets and benchmarks in NLP or Computer Vision
• Able to communicate technical information and ideas at all levels; convey information clearly and create trust with stakeholders
• Experience working collaboratively within a team to build software.

Preferred qualifications, capabilities, and skills

• Experience pretraining foundation models (LLM / vision/ multimodal)
• Experience of documenting solutions for enterprise risk/ governance purposes
• Experience designing/ implementing pipelines using DAGs (e.g. Kubeflow, DVC, Ray)
• Hands-on experience in implementing distributed/multi-threaded/scalable applications (incl. frameworks such as Ray, Horovod, DeepSpeed, etc.)
• Experience of big data technologies (e.g. Spark, Hadoop)

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

The Corporate & Investment Bank is a global leader across investment banking, wholesale payments, markets and securities services. The world's most important corporations, governments and institutions entrust us with their business in more than 100 countries. We provide strategic advice, raise capital, manage risk and extend liquidity in markets around the world.