Data Science Expert
Home Credit
Maintenance and development of Underwriting strategies:
- Statistical modelling for Strategical setup of UW with major business impact
- Flawless analysis and implementation of complex underwriting workflows
- Optimization of Underwriting process in terms of approval rates, risk, products and time to yes regarding risk and business needs
Infrastructure development:
- Develop technical solutions in Python, SQL packages and datawarehouse structures to accommodate new business requirements
- Make advanced models for data-driven decisions, analyse data from multiple angles from multiple sources, exam existing business status, look for trends that highlight problems or opportunities, predictions and identify risks
- Optimization of runtime of key process in UW and limit generation processes
Projects:
- ML projects for strategical purpose of UW
- New data sources modeling – creation of new models of new Big Data
- Data Mining, Feature Engineering, Unsupervised Learning
- Analyzing and proposal of risk processes taking in account needs of business
- Proposing end to end risk solution with deep analytical support
- Leading implementation of risk projects
Team management
- Sharing knowledge with junior positions in team
- Managing work of junior position in team
JOB REQUIREMENTS
Language:
- Proficiency in English
- Ability to formulate, explain and discuss topics connected to business area
Experience:
- University degree from quantitative discipline, preferably from statistics, mathematics, economy
- Strong Python, SQL, Excel
- Experience with statistical software (Python, SAS, SPSS, Matlab, R, …) , analysis and modelling
- Risk background
- 13th Salary Fixed and KPI Bonus
- 24/7 Accidental Insurance
- 100% Social Insurance Pay
- Meal Allowance
- Yearly Medical Checkup
- 15 Annual Leaves
- Professional and Transparent Working Environment.
- Apply Latest Financial Technology in the World
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