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Citi

Gurugram, Pune · Hybrid

Machine Learning Analyst-Python and SQL

Full-timePosted
Salary
Not disclosed
Experience
4–5 years
Eligible batches
2021 · 2022
Degree
Bachelor's, Master's
Location
Gurugram, PuneHybrid
Apply by
16 Nov 2026

About the role

The Machine Learning Analyst will work within Citi's Analytics and Information Management team, focusing on customer experience analytics for the North America Consumer Bank. The role involves handling large data sets, building predictive models, and delivering insights to improve business outcomes.

Responsibilities

  • Analyze complex internal and external data using Python and SQL to support strategic decisions.
  • Document data requirements, perform data cleaning, exploratory analysis, and create visualizations.
  • Develop and maintain machine‑learning models, ensuring they are production‑ready.
  • Assess risk and compliance implications of analytical recommendations.
  • Collaborate with cross‑functional teams, following SDLC and sprint cycles.

Eligibility

  • Bachelor’s degree with at least four years of relevant experience or a Master’s degree with five years.
  • Strong analytical and problem‑solving abilities.
  • Excellent communication and teamwork skills.

Skills

  • Proficient in Python, SQL, and machine‑learning techniques.
  • Experience with version control (Git) and CI/CD tools such as Jenkins.
  • Ability to test code in development and UAT environments.
  • Understanding of API design, data flow, and model monitoring.
  • Familiarity with NLP, PySpark, and large language models is a plus.

Resume keywords

Asked for

  • Python
  • SQL
  • Machine learning
  • Git
  • Jenkins
  • Dev
  • Uat
  • API
  • Data visualization
  • NLP

Nice to have

  • PySpark
  • Large language models
  • Prompt engineering
  • Customer experience analytics
  • Credit card business
Tailor my resume with these

Benefits

  • Opportunity to work on cutting‑edge AI projects within a global financial institution.
  • Exposure to customer experience analytics and credit‑card business domains.
  • Professional growth through collaboration with diverse teams across India.

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About Citi

Global bank based in New York serving companies and institutions with banking, markets and treasury services, plus wealth management and US credit cards.

Founded 1812 · 5000+ employees · HQ New York, United States

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