Specialized Analytics Sr Anlst - C12 - PUNE

The North America Consumer Bank – Data Science and Modeling team analyzes millions of prospects and billions of customer level transactions using big data tools and machine learning, AI techniques to unlock opportunities for our clients in meeting their financial needs and create economic value for the bank.

• Work with large and complex data sets (both internal and external data) to evaluate, recommend, and support the implementation of business strategies
• Specialization in marketing and GEN AI
• Appropriately assess risk when business decisions are made, demonstrating particular 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, as well as effectively supervise the activity of others and create accountability with those who fail to maintain these standards
• Work with large and complex datasets using a variety of tools (Python, PySpark, SQL, Hive, etc.) and frameworks to build Deep learning/generative AI solutions for various business requirements
• Primary focus areas include model training/fine-tuning, model validation, model deployment, and model governance related to multiple portfolios
• Design, fine-tune and implement LLMs/GenAI applications using techniques like prompt engineering, Retrieval Augmented Generation (RAG) and model fine-tuning
• Responsible for documenting data requirements, data collection/processing/cleaning, and exploratory data analysis, including utilizing deep learning/generative AI algorithms and, data visualization techniques
• Collaborate with team members and business partners to build model-driven solutions using cutting-edge Generative AI models (e.g., Large Language Models) and also at times, ML/traditional methods (XGBoost, Linear, Logistic, Segmentation, etc.)
• 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 particular 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, as well as effectively supervise the activity of others and create accountability with those who fail to maintain these standards

• Incumbents work with large and complex data sets (both internal and external data) to evaluate, recommend, and support the implementation of business strategies
• Specialization in marketing and GEN AI
• Ability to communicate technical information to both technical and non-technical audiences
• Problem solving, root cause analysis skills required
• Ability to focus on multiple priorities and drive solutions in a fast-paced working environment
• Relevant work experience in data quality, data analytics, data management within the financial services industry required
• Outstanding analytical and problem-solving skills
• Client obsession
• Analytic project execution
• Domain expert
• Modeling and tech savvy
• Statistical mindset
• Communication skills
• Strong project management skills
• Ability to coach and mentor juniors
• Contribute to organizational initiatives in wide-ranging areas including competency development, training, organizational building activities etc.

• Ability to communicate technical information to both technical and non-technical audiences
• Problem solving, root cause analysis skills required
• Ability to focus on multiple priorities and drive solutions in a fast-paced working environment
• Relevant work experience in data quality, data analytics, data management within the financial services industry required
• Outstanding analytical and problem-solving skills
• Client obsession
• Analytic project execution
• Domain expert
• Modeling and tech savvy
• Statistical mindset
• Communication skills
• Strong project management skills
• Ability to coach and mentor juniors
• Contribute to organizational initiatives in wide-ranging areas including competency development, training, organizational building activities etc.

Citi's mission is to serve as a trusted partner to our clients by responsibly providing financial services that enable growth and economic progress.