Data Scientist
Data Scientist
Posted on :
17-10-2024
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Job Description
Requirements:
- Bachelors degree in Computer Science Data Science Statistics or a related field.
- Strong understanding of statistical concepts including regression analysis hypothesis testing and time series analysis.
- Proficiency in Python and familiarity with libraries such as Pandas NumPy and scikitlearn.
- Experience with SQL and database management (PostgreSQL).
- Understanding of credit scoring models and financial analysis.
- Solid mathematical background with the ability to apply mathematical concepts to solve complex problems.
- Strong analytical skills attention to detail and ability to work independently and collaboratively in a fastpaced environment.
- Experience with cloud computing platforms (e.g. AWS) for data processing and storage is preferred.
- Familiarity with data visualization tools (e.g. Tableau Python notebooks) is preferred.
- Knowledge of regulatory compliance in the financial industry is preferred.
Responsibilities:
- Develop and maintain Python applications that support the credit decision process including data analysis scoring models and reporting tools.
- Collaborate with data scientists and analysts to integrate machine learning algorithms into credit assessment models.
- Utilize statistical methods to analyze large datasets identifying trends and patterns that influence credit decisions.
- Conduct hypothesis testing and statistical modeling to validate credit risk models and ensure their robustness.
- Optimize existing code and applications for performance and scalability.
- Create and maintain documentation for code processes and systems to ensure transparency and knowledge sharing.
- Create visualizations and reports to communicate findings and insights to stakeholders clearly.
- Work closely with crossfunctional teams to understand requirements and deliver solutions that meet business needs.
Remote Work :
No
Employment Type
Full Time
Key Skills
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