Citi Group Data Scientist 

India, Karnataka, Bengaluru 

592990869

ROLE & RESPONSIBILITIES

The Data Sciences team is a global capability team which has the mandate to accelerate Citibank’s journey towards being future ready. The Key objectives are

• Build strong capabilities in Big Data, Machine Learning, Digital & Neural Networks to solve key business challenges
• Continuously watch and learn from evolving trends

Be forward compatible - explore new problem-solving methods

• Develop new Solutions that have high impact on revenue, expense management or customer experience.
• Strong Expertise in Deep Learning and Machine Learning techniques
• Make consistent and tangible contributions towards developing capabilities in Pyspark , Deep Learning and NLP, Pricing/Product optimization, Journey mapping,
• Manage stakeholder communication and drive the POC till production.
• Ensuring the MRM approvals of the models and build MRM document.
• Build strong domain expertise by effective communication with the business.
• Be Forward Compatible - Generate new ideas, concepts and models. Explore new problem solving methods; Question and validate assumptions; Escalate identified risks and sensitive areas in terms of methodology and processes

• Research and Development: Keep abreast of the latest developments in the Gen AI space including the latest techniques, packages, tools etc. across industry and explore their usage in banking industry.

• Talent Development: Supporting in training the resources and getting them future ready

QUALIFICATIONS

5-8 years including 3-4 years in Deep Learning

Expertise Required

• Big Data – HIVE/ Pyspark
• Programming – Python
• Strong expertise in Machine Learning as well as Deep Learning
• In depth understanding of at least one of the following specifically using DL:

• Time series forecasting
• Anomaly detection and pattern mining
• Large scale predictive modeling

• Effective in writing production ready codes
• Ability to research and drive innovation within the team by exploring and implementing new techniques like transformers, VAE, GAN etc.

• Banking domain knowledge is a plus

Time Type:

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