Risk Machine Learning Modeling

2 weeks ago

Varthur Bengaluru Karnataka, India JPMorgan Chase & Co Full time

**JOB DESCRIPTION**
The Risk Modeling Team is part of the Consumer Banking Risk Management function. This team is responsible to build machine learning models, and develop prototypes that promote data-driven strategies and solutions for the clients.

In this role, you'll have the opportunity to use your experience with advanced machine learning modeling to design, build and validate models used in Auto risk management. You will build a solid understanding of consumer businesses, functions, systems, data environments and processes that are necessary for the production and utilization of data.

**Responsibilities**:

- Design and develop machine learning models to drive impactful decisions
- Utilize cutting-edge machine learning approaches and construct sophisticated machine learning models, including deep learning architecture on big data platforms
- Work closely with the senior management team to develop ambitious, innovative modeling solutions and deliver them into production
- Collaborate with various partners in risk, technology, model governance, etc. throughout the entire modeling lifecycle (development, review, deployment, and use of the models)

**Required qualifications, capabilities, and skills**
- Ph.D. or Master’s degree from an accredited university in a quantitative field such as Computer Science, Mathematics, Statistics, Econometrics or Engineering
- Hands-on experience in quantitative data management and analytics, including data extraction, cleaning, transformation and visualization
- Extensive practical experience and work experience with Machine Learning (supervised and unsupervised). Deep Learning (neutral network) experience is preferred
- Experience working with engineering teams to operationalize Machine Learning models
- Deep understanding of machine learning algorithms (e.g., regressions, XGBoost, CNN, RNN) as well as design and tuning
- At least one year of experience and proficiency in coding (e.g., Python, Tensorflow, Spark, or Scala) and big data technologies (e.g., Hadoop, Teradata, AWS cloud, Hive)

Preferred Qualifications, Capabilities, and Skills
- Prior experience of working in Auto Finance industry in strategy / modeling role

**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. 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 Consumer & Community Banking division serves our Chase customers through a range of financial services, including personal banking, credit cards, mortgages, auto financing, investment advice, small business loans and payment processing. We’re proud to lead the U.S. in credit card sales and deposit growth and have the most-used digital solutions - all while ranking first in customer satisfaction.

The CCB Data & Analytics team responsibly leverages data across Chase to build competitive advantages for the businesses while providing value and protection for customers. The team encompasses a variety of disciplines from data governance and strategy to reporting, data science and machine learning. We have a strong partnership with Technology, which provides cutting edge data and analytics infrastructure. The team powers Chase with insights to create the best customer and business outcomes.

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