About CITI
Citi's mission is to serve as a trusted partner to our clients by responsibly providing financial services that enable growth and economic progress. We have 200+ years of experience helping our clients meet the world's toughest challenges and embrace its greatest opportunities.
Roles & Responsibilities:
- Data mining or extracting usable data from valuable data sources.
• Using machine learning tools to select features, create and optimize classifiers
• Carrying out preprocessing of structured and unstructured data
• Enhancing data collection procedures to include all relevant information for developing analytic systems
• Processing, cleansing, and validating the integrity of data to be used for analysis.
• Analyzing large amounts of information to find patterns and solutions.
• Developing prediction systems and machine learning algorithms and presenting results in a clear manner
• Propose solutions and strategies to tackle business challenges.
• Collaborate with Business and IT teams.
Good to have skills:
- Fair understanding of Banking domain (Wealth, Cards, Deposit, Loans & Insurance etc.)
- Knowledge of Finance Regulations, Understanding of Audit Process
Soft Skills
- Excellent Communication Skills – it is incredibly important to describe findings to a technical and non-technical audience.
- Ability to thrive in a dynamic and fast-paced environment.
- Proactive approach in solving problems and eye for details.
- A strong team player and a mentor for junior resources in the team.
Qualifications:
- Bachelor’s degree in quantitative field (Computer science, engineering, mathematics, machine learning, statistics)
- 3-5 years’ experience in Data science role
- Proficiency in programming languages like Python, R, or SAS
- Experience in Python and relevant libraries (Numpy, Pandas, Scikit learn etc.)
- – good knowledge of machine learning methods like k-Nearest Neighbors, Naive Bayes, SVM, Decision Forests.
- Coursework related to Deep learning (NLP / OCR) and Programming
- Experience with big data platforms (e.g., Hadoop, Spark) and SQL databases
- Demonstrated ability to write high quality code, develop Machine Learning models.
- Problem solving and Story telling skills to provide recommendations and generate actionable Business Insights.
Decision ManagementSpecialized Analytics (Data Science/Computational Statistics)
Time Type:
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