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CCB Risk - Machine Learning Modeling - Associate

1.00 to 4.00 Years   Mumbai City   25 Jan, 2023
Job LocationMumbai City
EducationNot Mentioned
SalaryNot Disclosed
IndustryBanking / Financial Services
Functional AreaRisk / Underwriting
EmploymentTypeFull-time

Job Description

    As part of Risk Management and Compliance, you are at the center of keeping JPMorgan Chase strong and resilient. You help the firm grow its business in a responsible way by anticipating new and emerging risks, and using your expert judgement to solve real-world challenges that impact our company, customers and communities. Our culture in Risk Management and Compliance is all about thinking outside the box, challenging the status quo and striving to be best-in-class. As CCB Risk Modeling Applied AI/ML Associate, the individual will help develop and manage statistical/ML risk models that support Chase Card Services.
    • Utilize cutting-edge 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 and deliver them into production
    • Collaborate with various partners in risk strategy, technology, model governance, etc. throughout the entire modeling lifecycle (development, review, deployment, and use of the models)
    Minimum Skills, Experience and Qualifications We are looking for someone excited to join our organization. If you meet the minimum requirements below, you are encouraged to apply to be considered for this role.
    • 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
    • Polished and clear communication
    Additional Skills, Experience and Qualifications The following additional items will be considered but are not required for this role
    • 3+ years of experience in developing and managing predictive risk models in financial industry
    • 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
    • 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)
    • Demonstrated expertise in data wrangling and model building on a distributed Spark computation environment (with stability, scalability and efficiency). GPU experience is desired
    • Strong ownership and execution; proven experience in implementing models in production
    About Us Across JPMorgan Chase, we serve millions of customers and many of the world s most prominent corporate and government clients. Our mission is to build a stronger, more equitable economy, and we strive to make a positive impact everyday with our customers in their communities. We are proud of our reputation as one of the world s most admired companies and we know that it s our people who make us successful. We are committed to a diverse and inclusive workplace where our employees are welcomed, valued and able to bring their authentic selves and best work forward,

Keyskills :
source system analysismodel buildingdeep learningrisk modelsdata wranglingbig data

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