Wholesale Payment Machine Learning Expert
About J.P. Morgan Corporate & Investment Bank
J.P. Morgan's Corporate & Investment Bank is a global leader across banking, markets, securities services and wholesale payments. The world's most important corporations, governments and institutions entrust us with their business in more than 100 countries. The Corporate & Investment Bank provides strategic advice, raises capital, manages risk and extends liquidity in markets around the world.
About Data Analytics at JPMorgan CIB
Data Analytics at JPMorgan Corporate Investment Bank combines cutting edge machine learning techniques with the company's unique data assets to optimize all the business decisions we make. In this role, you will be part of our industry-leading data analytics team, and advance the state-of-the-art in financial applications ranging from generating business intelligence to predictive models and automated decision making.
The role will be in the firm's Applied AI and Machine Learning organization and will involve working closely with the Wholesale Payments business.
As a Machine Learning Expert for Wholesale Payments, the successful candidatewill 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. We want your help in applying image classification, natural language processing and other state of the art approaches to deliver commercially impactful solutions to the businesses we support.
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 various techniques, models and cutting edge 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.
About Wholesale Payments
JPMorgan is the world's largest wholesale payments network - Treasury Services, Merchant Services, Trade and Commercial Card. Clients make payments anywhere in the world, in any currency using any method of payment. The business offers a complete suite of products and services (Payments, Liquidity, Trade and Finance) with real-time insights and expert client advice. Payment solutions that cover the full spectrum of treasury and payment services, enhancing ability to manage cost, complexity and risk.
Wholesale payment processes more than 106 million transactions worth $6 trillion daily, in more than 120 currencies and receive payments in more than 40 countries.
* 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
* Applying ML techniques, such as data/text mining, document analysis, image/text classification, image processing and OCR
* Documenting and explaining the rationale and design considerations behind the selection of an ML approach
* Analyzing and evaluating the ongoing performance of developed models
* PhD or Master's Degree in an ML-related field or demonstrated expertise in ML
* 3 -5 combined years of education, research, and professional experience in ML
* Hands-on, self-driven and self-supporting
* Ability to work collaboratively within our team and with other teams to achieve common goals
* Experience in classical ML techniques including classification, clustering, optimization, cross validation, data wrangling, feature selection, and feature extraction
* Expertise in at least one of these areas:
+ Image processing, template matching, feature descriptors, CNNs
+ Text-mining, NLP, bag-of-words, word2vec, RNNs, text clustering, NER
* Keras and/or PyTorch and/or Tensorflow
* Weka, RapidMiner or KNIME
* Tesseract or OCRopus
* spaCy or nltk
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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