CCB Risk Modeling

2 weeks ago

Columbus, Ohio, United States Chase Full time
Description

Data Science & Model Insights - AI ML Sr. Associate

The Data Science & Model Insights team is seeking talented individuals with expertise in machine learning, big data, and distributed computing, specifically for applications within credit decision and fraud modeling. The ideal candidate will contribute to long-term profitable growth by leveraging strong business acumen, collaborating effectively in a team environment, and communicating insights to senior management.

Job Responsibilities:

  • Design and develop machine learning models to drive impactful decisions across credit decision and fraud modeling.
  • Research, develop, document, implement, maintain, and support tools and frameworks that enhance AI/ML model explainability and fairness, ensuring transparency and ethical use of models.
  • Utilize state-of-the-art machine learning methodologies and construct sophisticated models, including deep learning architectures, on big data platforms to solve complex business challenges.
  • Work closely with senior management to develop and implement ambitious, innovative modeling solutions, ensuring their successful deployment into production environments.
  • Collaborate with diverse teams, including marketing, risk, technology, model governance, and research, throughout the entire modeling lifecycle—from development and review to deployment and operational use.

Required qualifications, capabilities and skills:

  • Ph.D. or Master's degree from a reputable institution in a quantitative discipline such as Computer Science, Mathematics, Statistics, Econometrics, or Engineering.
  • Proven track record in designing, building, and deploying high-quality machine learning models in production environments, demonstrating a strong ability to translate theoretical concepts into practical applications.
  • In-depth knowledge of advanced machine learning algorithms, including regressions, XGBoost, Deep Neural Networks (CNN and RNN), clustering, and recommendation systems, with expertise in model design and hyperparameter tuning.
  • Experience in interpreting complex machine learning models such as XGBoost and GBM, with additional experience in interpreting deep learning models considered a valuable asset.
  • At least one year of hands-on experience and proficiency in programming languages and frameworks such as Python, TensorFlow, Spark, or Scala, coupled with expertise in big data technologies like Hadoop, Teradata, AWS Cloud, and Hive.

Preferred qualifications, capabilities and skills:

  • Strong expertise, interest, and track record of performing cutting-edge research on Explainable AI(XAI).
  • Familiarity with large language models (LLMs) and their applications, including experience in fine-tuning and deploying LLMs for natural language processing tasks.
  • 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.

  • Risk Management

    1 week ago

    Columbus, Ohio, United States JPMorganChase Full time

    JOB DESCRIPTIONBring your expertise to JPMorgan Chase. 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,...

  • Risk Management

    12 hours ago

    Columbus, Ohio, United States JPMorganChase Full time

    DescriptionBring your expertise to JPMorgan Chase. 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...

  • Risk Management

    1 week ago

    Columbus, Ohio, United States JPMorganChase Full time

    JOB DESCRIPTIONJoin our Controls team in Consumer & Community Banking (CCB), the firm's largest Line of Business. This role offers the opportunity to develop and enhance our control framework, contributing to our continuous approach to risk assessment. You'll be part of a dynamic team which supports CCB in serving millions of consumers and small businesses,...

  • Risk Modeling Senior Associate

    4 days ago

    Columbus, Ohio, United States JPMorgan Chase Full time

    Join our dynamic team as a Risk Modeling Senior Associate, where you'll play a pivotal role in shaping the future of risk management through advanced analytics and innovative modeling techniques. Leverage your expertise to drive impactful solutions that help our organization navigate complex financial landscapes and deliver value to our clients.As a Modeling...

  • Quantitative Risk Modeling Lead

    4 days ago

    Columbus, Ohio, United States Huntington National Bank Full time $93,000 - $189,000

    DescriptionQuantitative Risk Modeling LeadSummary:The Quantitative Risk Modeling Lead is responsible for overseeing the development, implementation, and monitoring of advanced quantitative models for consumer and commercial credit, PPNR, loan origination, and portfolio management. This role requires a deep understanding of statistical modeling, machine...

  • Risk Management

    6 days ago

    Columbus, Ohio, United States JPMorganChase Full time

    JOB DESCRIPTIONBring your expertise to JPMorgan Chase. 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,...

  • Risk Management

    2 weeks ago

    Columbus, Ohio, United States JPMorgan Chase Full time

    Bring your expertise to JPMorgan Chase.  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...

  • Card Loss Forecasting

    4 days ago

    Columbus, Ohio, United States JPMorganChase Full time

    JOB DESCRIPTIONJPMorgan Chase & Co. is a global leader in financial services, offering investment banking, consumer and small business services, commercial banking, and asset management. Serving millions of consumers and top corporate clients, the firm operates under the J.P. Morgan and Chase brands. The Chase Consumer & Community Banking division provides a...

  • Senior Internal Audit Associate – Corporate Functions CCB Risk Audit Team

    12 hours ago

    Columbus, Ohio, United States JPMorgan Chase Full time

    Our global team is made up of more than 1,200 talented and passionate individuals in more than 20 countries around the world. Join and make an impactAs an Senior Internal Audit Associate within our Consumer & Community Banking Risk Audit Team you will have the opportunity to lead all aspects of the audit lifecycle, including planning, fieldwork, reporting,...

  • Senior Internal Audit Associate – Corporate Functions CCB Risk Audit Team

    4 days ago

    Columbus, Ohio, United States JPMorganChase Full time

    DescriptionOur global team is made up of more than 1,200 talented and passionate individuals in more than 20 countries around the world. Join and make an impactAs an Senior Internal Audit Associate within our Consumer & Community Banking Risk Audit Team you will have the opportunity to lead all aspects of the audit lifecycle, including planning, fieldwork,...