Job Description CIB Applied AI & Machine Learning - Digital & Platform Services Operations
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 within Corporate & Investment Bank
Data Analytics at J.P. Morgan 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 Digital & Platform Services Operations.
The successful candidate will apply data analytics techniques from both traditional statistics and machine learning to a combination of third party, publically available and J.P. Morgan proprietary datasets, with the goal of answering questions relevant to Operations.
About Operations
The Digital & Platform Services Operations teams support the Corporate & Investment Bank and its partners and functions including Technology, Data Science, Client Service, Product and Platform as well as other businesses and stakeholders across the firm.
Responsibilities

• Collaborate with Operations teams to formulate relevant financial and business questions that can be answered by data analysis.
• Research and analyze data sets using a variety of statistical and machine learning techniques.
• Communicate final results and give context.
• Document approach and techniques used.
• Work on longer term projects, building tooling that can be used to scale certain types of analyses across multiple datasets and business use cases.
• Collaborate with other J.P. Morgan machine learning teams.

Required Technical Qualifications, experience & behaviors

• MS or PhD in a quantitative discipline, e.g. Computer Science, Mathematics, Statistics, Operations Research, Data Science, or similar BS with experience in a highly quantitative position.
• Hands-on experience analyzing data.
• Strong ability to develop and debug in Python or similar professional programming language.
• Problem solving and collaboration skills.
• Should be able to work both individually and collaboratively in teams, in order to achieve project goals.
• Must be curious, hardworking and detail-oriented, and motivated by complex analytical problems.
• Must have the ability to design or evaluate intrinsic and extrinsic metrics of your model's performance which are aligned with business goals.
• Must be able to independently research and propose alternatives with some guidance as to problem relevance.
• Must be able to undertake basic and advanced EDA, may require some direction from more senior team; should be aware of limitation and implication of methodology choices.
• Ensures re-use and sharing of ideas within team and locale.
• Able to work with non-specialists in a partnership model, conveys information clearly and creates a sense of trust with stakeholders.

Nice to Have

• Ideally, some experience with machine learning APIs and computational packages (examples: TensorFlow, Theano, PyTorch, Keras, Scikit-Learn, NumPy, SciPy, Pandas, statsmodels).
• Experience with big-data technologies such as Hadoop, Spark, SparkML, etc.
• Shows institutional awareness and some understanding of applied problem solving, may require coaching and guidance as to how to most rapidly reach satisfactory conclusion.

About Us JPMorgan Chase & Co., one of the oldest financial institutions, offers innovative financial solutions to millions of consumers, small businesses and many of the world's most prominent corporate, institutional and government clients under the J.P. Morgan and Chase brands. Our history spans over 200 years and today we are a leader in investment banking, consumer and small business banking, commercial banking, financial transaction processing and asset management.
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.
The health and safety of our colleagues, candidates, clients and communities has been a top priority in light of the COVID-19 pandemic. JPMorgan Chase was awarded the "WELL Health-Safety Rating" for all of our 6,200 locations globally based on our operational policies, maintenance protocols, stakeholder engagement and emergency plans to address a post-COVID-19 environment.
As a part of our commitment to health and safety, we have implemented various COVID-related health and safety requirements for our workforce. These requirements may include sharing information in the firm's vaccine record tool, vaccination or regular testing, mask wearing, social distancing and daily health checks. Requirements may change in the future with the evolving public health landscape. JPMorgan Chase will consider accommodation requests.
Equal Opportunity Employer/Disability/Veterans
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.