Applied AI ML Senior Associate - Payments

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Job Description

J.P. Morgan's Payments network is the largest in the world, processing $9.8 trillion daily in more than 120 currencies and 160 countries in 2023. The business offers a complete suite of products and services (Payments, Liquidity, Trade and Finance) with real-time insights and expert client advice, enhancing our ability to manage cost, complexity, and risk.

As a Machine Learning expert for Payments Operations in our industry-leading Applied AI and ML team, youwill be engaged to design and implement high quality solutions for the complex business problems we face at JPMorgan. We have rewarding technical challenges, large data sets and a tremendous opportunity for innovative and exciting machine learning projects.

You will be called upon to draw from your research and work experience to help us implement intelligent and practical algorithms. The ideal candidate will have a deep understanding of the techniques, models and best in class practices in machine learning and will have insight into what works best in real-world situations. You will be at the center of prescribing, designing, and building mission-critical solutions.

We're looking for humble, enthusiastic, bright, and personable people with strong communication skills and a deep knowledge of machine learning. We need a proven track record in innovation with strong potential for growth into a leadership position. A background in finance is not a must-have. If you get as excited about machine learning theory as you get about Python and software development, we'd love to speak with you.

Job Responsibilities

• Learning about and understanding our supported businesses in order to drive practical and successful solutions
• Choosing, extending and innovating ML strategies for various banking problems
• Documenting and explaining the rationale and design considerations behind the selection of an ML approach
• Analyzing and evaluating the ongoing performance of developed models to comply with industry regulation
• Collaborating with engineering teams to deploy Machine Learning services that can be integrated with strategic platforms
• Communicating AI capabilities and results to both technical and non-technical audiences

Required Technical Qualifications and Experience

• Masters degree or PhD in a quantitative or computational discipline, with demonstrated expertise in a variety of classical ML techniques, including natural language processing, clustering, optimization, feature selection, classification
• Considerable commercial experience in line with a capable individual contributor
• Strong Python development and debugging skills
• Ability to work both individually and in collaboration with others, and to mentor more junior team members
• Ability to work with non-specialists in a partnership model, conveying information clearly and create a sense of trust with stakeholders

Preferred qualifications, capabilities and skills

• Experience with deep learning frameworks (pytorch, tensorflow)
• Experience with ML development principles (e.g. train-test performance, bias-variance tradeoff) and common techniques (decision trees, clustering, neural networks)
• Experience with natural language processing frameworks (huggingface, spacy, nltk, embeddings, language models)
• Working understanding of MLOps concepts (CI/CD, versioning, reproducibility, development best practices)

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

Our Corporate & Investment Bank relies on innovators like you to build and maintain the technology that helps us safely service the world's important corporations, governments and institutions. You'll develop solutions that help the bank provide strategic advice, raise capital, manage risk, and extend liquidity in markets spanning over 100 countries around the world.