
Global investment banking and financial services
Data Scientist - Merchant and Loyalty Rewards Protection Analyst, AVP
필수 스킬
Python
SQL
Tableau
Machine Learning
This role will advance detection and risk modeling strategies across merchant integrity and rewards ecosystems. This role will develop scalable behavioral models and detection frameworks that proactively identify merchant impersonation, inauthentic business activity, and loyalty/rewards exploitation.
This individual will translate emerging risk patterns into measurable signals and deploy analytic solutions that enhance enterprise protection controls. This role will manage and execute fraud analytics and fraud detection strategies supporting Citi’s North American and global credit card and retail bank businesses.
Responsibilities:
- Design, develop, and optimize detection models addressing merchant impersonation, inauthentic entities, synthetic or coordinated activity, loyalty/rewards accrual and redemption anomalies, and promotion exploitation.
- Develop and refined both micro-level and macro-level portfolio-wide anomaly detection, linkages, and behavioral anomalies.
- Apply graph/network analytics to identify collusion or coordinated abuse patterns
- Own and optimize fraud rules, risk scores, and model thresholds.
- Monitor performance and iterate based on emerging patterns
- Translate intelligence into scalable detection logic.
- Provide quantitative recommendations to enhance controls and reduce exposure.
- Partner with Fraud Strategy, Fraud Policy, Intelligence, and Product Teams.
- Prioritize and provide a clear line of sight to the most critical work to partners and team members.
- Mentor and coach junior team members.
Qualifications:
- Bachelor’s Degree required in statistics, mathematics, physics, economics, or other analytical or quantitative discipline.
- 3+ years experience in analytics and modeling or relevant area
- Extensive experience working with:
- Big Data environment with hands on coding experience within various traditional (SAS, SQL, etc.) and/or open source (i.e. Python, Impala, Hive, etc.) tools.
- Traditional and advanced machine learning techniques and algorithms, such as Logistic Regression, Gradient Boosting, Random Forests, etc.
- Data visualization tools, such as Tableau
- Excellent quantitative and analytic skills; ability to derive patterns, trends and insights, and perform risk/reward trade-off analysis
- Ability to build effective presentations to communicate analytical findings to a wide array of audiences.
- Effective cross-functional project, resource, and stakeholder engagement and management, with ability to effectively drive collaboration across teams.
- Ability to make decisions independently with minimal guidance from management.
Job Family Group:
Decision Management
Job Family:
Business Analysis
Time Type:
Full time
Primary Location:
Jacksonville Florida United States:
Primary Location Full Time Salary Range:
$87,280.00 - $130,920.00
In addition to salary, Citi’s offerings may also include, for eligible employees, discretionary and formulaic incentive and retention awards. Citi offers competitive employee benefits, including: medical, dental & vision coverage; 401(k); life, accident, and disability insurance; and wellness programs. Citi also offers paid time off packages, including planned time off (vacation), unplanned time off (sick leave), and paid holidays. For additional information regarding Citi employee benefits, please visit citibenefits.com. Available offerings may vary by jurisdiction, job level, and date of hire.
Most Relevant Skills:
Please see the requirements listed above.
Other Relevant Skills
For complementary skills, please see above and/or contact the recruiter.
Anticipated Posting Close Date:
Mar 05, 2026
Citi is an equal opportunity employer, and qualified candidates will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, status as a protected veteran, or any other characteristic protected by law.
If you are a person with a disability and need a reasonable accommodation to use our search tools and/or apply for a career opportunity review Accessibility at Citi.
View Citi’s EEO Policy Statement and the Know Your Rights poster.
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Citigroup 소개

Citigroup
PublicCitigroup Inc. or Citi is an American multinational investment bank and financial services company based in New York City. The company was formed in 1998 by the merger of Citicorp, the bank holding company for Citibank, and Travelers; Travelers was spun off from the company in 2002.
10,001+
직원 수
New York City
본사 위치
$86B
기업 가치
리뷰
10개 리뷰
3.7
10개 리뷰
워라밸
3.8
보상
2.5
문화
4.0
커리어
3.2
경영진
3.5
65%
지인 추천률
장점
Good work-life balance
Supportive management and colleagues
Good benefits
단점
Low or uncompetitive salary/pay
Long hours during peak times
Poor management and lack of direction
연봉 정보
48개 데이터
Mid/L4
Senior/L5
Mid/L4 · BUSINESS ANALYTICS SENIOR ANALYST
3개 리포트
$117,000
총 연봉
기본급
$120,800
주식
-
보너스
-
$117,000
$117,000
면접 후기
후기 3개
난이도
3.3
/ 5
소요 기간
14-28주
경험
긍정 0%
보통 33%
부정 67%
면접 과정
1
Application Review
2
Recruiter Screen
3
Technical Interview
4
Panel/Group Interview
5
Final Round
6
Offer
자주 나오는 질문
Technical Knowledge
Coding/Algorithm
Behavioral/STAR
Past Experience
Culture Fit
최근 소식
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