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Data Science Analyst

Citigroup

Data Science Analyst

Citigroup

BANGALORE, Karnātaka, India

·

On-site

·

Full-time

·

1w ago

Responsibilities:

  • Incumbents are required to work with large and complex data sets using a variety of tools (Python, Py Spark, SQL etc.) to build modeling solutions for various business requirements
  • Primary focus areas would be Model building, model validations, model implementation and model governance related responsibilities for multiple portfolios
  • Responsible for documenting data requirements, data collection / processing / cleaning, and exploratory data analysis; which may include utilizing statistical models / algorithms and data visualization techniques
  • Incumbents in this role may often be referred to as Data Scientists
  • Specialization in marketing, risk, digital and AML fields possible
  • The analyst will work with other members in the team and business partners to jointly build model driven solutions using traditional methods (Linear, Logistic, Segmentation etc.) as well Machine Learning driven modeling solutions
  • Work with model governance & fair lending teams to ensure compliance of models in accordance with Citi standards
  • Appropriately assess risk when business decisions are made, demonstrating consideration for the firm's reputation and safeguarding Citigroup, its clients and assets, by driving compliance with applicable laws, rules and regulations, adhering to Policy, applying sound ethical judgment regarding personal behavior, conduct and business practices, and escalating, managing and reporting control issues with transparency

Qualifications:

  • Technical Skills Hands-on experience in Py Spark/Python along with strong experience in SQL.
  • 2-4 years of experience working with machine learning and statistical modeling techniques.
  • Understanding around deep learning techniques.
  • Experience working with large and multiple datasets, data warehouses and ability to pull data using relevant programs and coding.
  • Strong background in Statistical Analysis.
  • Capability to validate/maintain deployed models in production
  • Self-motivated and able to implement innovative solutions at fast pace
  • Experience in Machine Learning software frameworks
  • Experience in Credit Cards is preferred
  • Competencies Strong communication skills
  • Multiple stake holder management
  • Strong analytical and problem-solving skills
  • Excellent written and oral communication skills
  • Strong team player
  • Control orientated and Risk awareness
  • Working experience in a quantitative field
  • Willing to learn and can-do attitude
  • Ability to build partnerships with cross-function leaders

Education:

  • Bachelor's / Master’s degree in economics / Statistics / Mathematics / Information Technology / Computer Applications / Engineering etc. from a premier institute

This job description provides a high-level review of the types of work performed. Other job-related duties may be assigned as required.

Job Family Group:

Decision Management

Job Family:

Specialized Analytics (Data Science/Computational Statistics)

Time Type:

Full time

Most Relevant Skills

Please see the requirements listed above.

Other Relevant Skills

For complementary skills, please see above and/or contact the recruiter.

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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About Citigroup

Citigroup

Citigroup

Public

Citigroup 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+

Employees

New York City

Headquarters

Reviews

3.3

4 reviews

Work Life Balance

3.0

Compensation

3.2

Culture

2.8

Career

2.5

Management

2.7

35%

Recommend to a Friend

Pros

Compensation increases for investment banking roles

Legitimate investment banking employer

Internship opportunities available

Cons

Unclear career progression paths

Limited meaningful experience in internships

Compensation raises lower than competitors

Salary Ranges

28 data points

Senior/L5

Senior/L5 · Cash & Trade Processing Senior Group Manager

2 reports

$224,732

total / year

Base

$195,245

Stock

-

Bonus

-

$218,500

$230,564

Interview Experience

5 interviews

Difficulty

2.8

/ 5

Duration

14-28 weeks

Experience

Positive 0%

Neutral 40%

Negative 60%

Interview Process

1

Application Review

2

Recruiter Screen

3

Programming Assessment

4

Hiring Manager Interview

5

Panel/Superday Interviews

6

Final Decision

Common Questions

Technical Knowledge

Case Study

Behavioral/STAR

Past Experience

Culture Fit