What you’ll achieve
As a Junior Data Scientist you will be responsible for assisting with the development and risk assessment of models across all functions of Dell Financial Services. A major focus of the role will be on the continued development and evolution of global credit application models and key European Banking & Finance regulatory models such as IFRS 9 ECL models and ICAAP models.
You will:
- Assist in the development of new credit decision models (application & behavioral) across 28 countries and provide consultation support to the country risk teams. Support the implementation of developed models from production through UAT and deployment.
- Help develop machine learning models to predict customer behavior in different functions across Dell Bank such as Fraud and Anti-Money Laundering.
- Monitor and analyze model performance and metrics. Develop and maintain model documentation, policies and procedures.
- Conduct periodic training, research and development of new models, methodologies and scorecard/model business usage.
- Retrieval and manipulation of diverse data, performance of regular report generation, and maintenance of automated applications. Derive appropriate action recommendations based on results from the analytical work conducted.
Essential Requirements
- Degree in Statistics, Computer Science, Data Analytics, a related quantitative discipline or prior experience of 1+ years as a Data Scientist.
- Experience with statistical modelling and analytic techniques.
- Experience working with Python for Data Manipulation, Modelling and Visualization.
- Good communication and presentation skills, collaboration with other teams, self-starter with ability to work in a fast-paced environment. Ability to effectively communicate technical work to a wide audience is required.
- End-to-end experience with data, including querying, aggregation and visualization is required. Experience of producing and developing reports/dashboards using SQL, Streamlit, or other similar.
Desirable Requirements
- Previous experience operating in a regulated financial entity.
- IFRS 9 ECL, CECL or GVAR Macroeconomic modelling experience a major plus.
