Full-Time

Wealth Senior Data Scientist

Posted on 4/2/2025

Citigroup

Citigroup

10,001+ employees

Global financial services and banking solutions

Compensation Overview

$176.7k - $265.1k/yr

+ Incentive Awards + Retention Awards

Senior, Expert

New York, NY, USA + 1 more

More locations: Irving, TX, USA

Primary location is New York, New York, United States.

Category
Data Science
Data & Analytics
Required Skills
LLM
Data Science
Machine Learning
Natural Language Processing (NLP)
Data Analysis
Reinforcement Learning
Requirements
  • 10+ years of experience in building data science/quantitative solutions and some managerial experience
  • Advance knowledge in machine learning: supervised and unsupervised learning, clustering, reinforcement learning and NLP
  • Understanding the spirit and letter of model governance
  • Excellent interpersonal communication skills with ability to convey complex information to diverse audiences effectively
  • Experience working within financial services and proved track record of building and deploying AI/ML cloud powered data services/solutions
Responsibilities
  • Design, develop and deliver personalized customer experiences with the use of advanced AI and ML methods.
  • Uncover hidden customer features through advanced statistical, quantitative or ML-driven methods to feed into insights and segmentation.
  • Leverage and utilize unstructured data, with the use of NLP techniques or LLMs to design, create and develop customer features, product features and transaction enrichment to enhance campaign and model performance.
  • Development of understanding customers’ attitudes and behavior in pricing and demand through design and development of models and tests.
  • Estimate affluence across wealth continuum from variety of data signals and identify potential clients who can benefit from Citi's Wealth solutions.
  • Improve campaign performance through the development, and application of machine learning and recommendation models.
  • Optimize model performance balancing precision and recall through but not limited to fine tuning, parameter optimization and ensemble building.
  • Enhance customer lifecycle management through event and anomaly detection, inferencing and estimation and time series analyses.
  • Use of advance analytics, AI/ML methods to prescribe to rank possible next best actions for customers and financial advisors.
  • Develop scalable frameworks relating to the data science practice on different domains to be able to build-once deploy many.
  • Apply objective measurements to evaluate and uphold fairness in models.
  • Design solutions to automate model monitoring and performance.
Desired Qualifications
  • Relevant certifications on big data technologies and platforms is advantageous

Citigroup provides a wide range of financial services, including consumer banking, corporate and investment banking, securities brokerage, and wealth management. Its services cater to individual consumers, small businesses, large corporations, and government entities across more than 160 countries. The company operates by earning revenue through interest on loans, service fees, trading activities, and investment management. Citigroup distinguishes itself from competitors by leveraging its extensive global network and technological advancements to offer efficient banking solutions. The company's goal is to create a positive financial and social impact while promoting growth and profitability, with a strong focus on sustainability and social responsibility through its investments in environmental, social, and governance initiatives.

Company Size

10,001+

Company Stage

IPO

Headquarters

New York City, New York

Founded

1812

Simplify Jobs

Simplify's Take

What believers are saying

  • Citi's $850 million debt syndicate for Danaos strengthens its position in global shipping finance.
  • Investment in Validis enhances Citi's business lending through automated data standardization.
  • Citi's involvement in Proxymity boosts transparency and efficiency in investor communications.

What critics are saying

  • Competition from fintechs like Nammu21 pressures Citi to enhance technological offerings.
  • Integration of new technologies like Validis may pose internal challenges for Citi.
  • Citi's large credit facilities, like with Brex, expose it to potential credit risk.

What makes Citigroup unique

  • Citi operates in over 160 countries, offering a vast global network.
  • Citi invests in ESG initiatives, showcasing commitment to sustainability and social responsibility.
  • Citi leverages technological innovations to deliver efficient banking solutions.

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Benefits

Health Insurance

Dental Insurance

Vision Insurance

Life Insurance

Disability Insurance

401(k) Retirement Plan

401(k) Company Match

Wellness Program

Paid Vacation

Paid Sick Leave

Paid Holidays

Growth & Insights and Company News

Headcount

6 month growth

-5%

1 year growth

-5%

2 year growth

-5%
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