Avp - Data Scientist - Bengaluru, India - Citi
Description
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.
ANALYTICS AND INFORMATION MANAGEMENT (AIM)
Citi AIM was established in 2003, and is located across multiple cities in India - Bengaluru, Chennai, Pune and Mumbai.
What do we do?
The North America Consumer Bank Next Gen Analytics 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.
What's expected from you?
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Create best in class solutions
- Design and implement stable best in class solutions using the recommended tools. Prove and improve the performance of the solution.
Communication skills
- Ability to extract and understand business need from partners. Translate and articulate technical design and performance to a senior business audience
Strategic acumen - Should possess ability to see the big picture of business, identify and understand emerging trends, challenge status quo and design goals for growth
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Modeling and Tech Savvy
- As an SME, stay current with the latest use cases of modeling community, machine learning algorithms, deep learning algorithms, public data sets and share knowledge within the larger team.
Statistical mind set
- Proficiency in basic statistics, hypothesis testing, segmentation, and predictive modeling.
Risk Assessment: 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
Skillset you should possess
The most important skill that our analyst should possess is their love for data and their eagerness for new challenges & solving new problems.
Basic Qualifications
- Masters with 6+ years of professional experience in fields that include but not exhaustive
- Computer Science, Machine Learning, Operations Research, Econometrics, Statistics or in a highly quantitative field
- Handson experience in applied machine learning and Big Data. Good knowledge of scripting languages e.g., Python and libraries e.g., Keras, DEAP, NLTK, BERT, TensorFlow, CausalML, XGB, SKLEARN etc.
- Strong expertise in deep learning & machine learning algorithms, data analysis, pattern recognition
- Structured thought process to identify, clearly articulate and solve complex problems and present them to the management in a structured and simpler form
- Excellent documentation skills (design documents, methods, internal wiki)
Preferred Qualifications
- Experience in Big Data, Cloud, Spark, Hive
- Excellent written and oral communication skills. Simplify methods and communicate to nonexperts
- Experience with shell scripting, bash, Github
OTHER DETAILS
- Employment: Full Time
Job Family Group:
Decision Management
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Job Family:
Specialized Analytics (Data Science/Computational Statistics)
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Time Type:
Full time
- Citi is an equal opportunity and affirmative action employer.
Qualified applicants will receive consideration without regard to their race, color, religion, sex, sexual orientation, gender identity, national origin, disability, or status as a protected veteran.
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