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Business Analytics Analyst

https://www.citi.com/ Logo

Citi

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Location:
India, Bengaluru

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Category:
Finance

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Contract Type:
Employment contract

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Salary:

Not provided

Job Description:

The role involves performing data analysis, threshold tuning, developing Logistic Regression Model, identifying anomalies, and segmenting customers into homogenous groups using clustering techniques within Citi's AIM team.

Job Responsibility:

  • Working on threshold tuning for Optimization
  • developing Logistic Regression Model to predict customer behavior
  • identifying anomalies in transaction and Customer behavior
  • Outlier detection
  • ATL threshold tuning
  • Segmenting customers into homogenous groups using clustering
  • Logistic Regression Model Performance Review
  • applying quantitative and qualitative data analysis methods
  • preparing statistical and non-statistical data exploration
  • supporting the threshold tuning or segmentation work streams
  • validating data and identifying data quality issues
  • automating data extraction and preprocessing tasks
  • performing ad hoc data analyses
  • designing and maintaining complex data manipulation processes
  • developing new transaction monitoring scenarios
  • documenting solutions
  • presenting results in a comprehensive way to non-technical audiences
  • generating new ideas and models
  • identifying relationships and trends in data
  • questioning and validating assumptions
  • escalating risks in terms of methodology and processes

Requirements:

  • Background in analysis using data bases, warehouses, data processing
  • experience with statistics and data mining
  • knowledge in banking and finance especially in the AML area
  • ability to read and create formal documentation
  • Masters in a numerate subject such as Mathematics, Operational Research, Business Administration, Economics etc. from Premier Institute or a track record of performance
  • experience with financial services companies (retail banking, small business banking, commercial, institutional, private banking)
  • experience in threshold tuning for Optimization
  • developing Logistic Regression Model to predict customer behavior
  • identifying anomalies in transaction and Customer behavior
  • Outlier detection
  • ATL threshold tuning
  • Segmenting customers into homogenous groups using clustering
  • Logistic Regression Model Performance Review
  • knowledge in Python, SQL, Hive
  • knowledge in SAS preferred but not mandatory
  • strong statistics and data analytics academic background
  • knowledge of quantitative methods
  • highly skilled in MS Excel
  • VBA experience is a plus
  • experience in reporting the results in clear written form and presenting findings
  • team working experience
  • understanding of technical requirements
  • ability to communicate with Technical Support
  • good written and verbal communication
  • proactive attitude

Nice to have:

  • VBA experience
  • knowledge in SAS
  • proactive attitude
What we offer:
  • Equal opportunity employer
  • Global benefits
  • accessibility accommodations

Additional Information:

Job Posted:
June 24, 2025

Employment Type:
Fulltime
Work Type:
On-site work
Job Link Share:
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