Consumer Banking Risk Modeling - Vice President
Location
Bangalore | India
Job description
Job Description
In this team you will be responsible to develop and implement machine learning models/ statistical models/ segmentations/strategies, possibly leveraging big data and distributed computing platforms, with applications in risk management for its auto lending portfolio. You will help to steer long term profitable growth with strong business acumen, collaborate in a team environment, and effectively communicate results to senior management.
If you are intellectually curious and have a passion for driving solutions across organizational boundaries, you may be the perfect fit for our team.
Job Responsibilities - Utilize cutting-edge approaches to design and develop sophisticated machine learning models to steer impactful decisions for the business
- Leverage big data/distributed computing/cloud computing platforms to optimize and accelerate model development processes
- 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 MS degree in Mathematics, Statistics, Computer Science, Operational Research, Econometrics, Physics, or other related quantitative fields
- Deep understanding of advanced machine learning algorithms (e.g., regressions, XGBoost, Deep Neural Network – CNN and RNN, Clustering, Recommendation) as well as design and tuning
- 8+ years of experience in developing and managing predictive risk models in financial industry
- Strong ownership and execution; proven experience in implementing models
- Demonstrated experience in designing, building, and deploying production quality machine learning models such as XGBoost, GBM, etc. Experience in interpreting deep learning models is a plus
- High degree of initiative, self-direction, and excellent project management skills to manage competing priorities under tight deadlines
- Proven ability to collaborate and build strong partnerships
Preferred Qualifications, Capabilities, And Skills - Experience in Big Data & Hadoop
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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