Risk Modeling

2 weeks ago

Bengaluru Karnataka, India JPMorgan Chase Full time

**Are you looking for an exciting opportunity to join a dynamic and growing team in a fast paced and challenging area? This is a unique opportunity for you to work in our team to partner with the Business to provide a comprehensive view.**

**Job responsibilities**
- Utilize novel approaches to design and develop sophisticated machine learning models to drive 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 to cater business need and deliver them into production.
- Collaborate with various partners in marketing, risk, technology, model governance, fair lending etc. through the modeling lifecycle (conceptualization, development, review, deployment, model usages and model maintenance)

**Required qualifications, capabilities, and skills**
- Advance degree in Mathematics, Statistics, Computer Science, Operational Research, Econometrics, Physics, or other related quantitative fields
- Minimum 6 years of experience in developing and managing predictive risk models in financial industry.
- Minimum 4 years of experience and proficiency in coding (Python, Tensorflow or PyTorch, PySpark, SQL), familiarity with cloud services (AWS Sagemaker, Amazon EMR)
- Fundamental understanding of consumer lending business.
- Deep understanding of advanced machine learning algorithms (e.g. random forest, XGBoost, Neural Networks etc) as well as design and tuning procedures
- Effective communication

**Preferred qualifications, capabilities, and skills**
- Demonstrated experience in designing, building, and deploying production quality machine learning models. Experience in interpreting deep learning models is a plus.
- Demonstrated expertise in data wrangling and model building on a distributed Spark computation environment (with stability, scalability and efficiency). GPU experience is a plus.
- Strong ownership and execution skills, proven experience of implementing models in production.
- Ability to collaborate with multiple stakeholders on projects of strategic importance.

JPMorganChase, 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.

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