Job Requirements
Skills
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Job description for Senior Data Scientist at JULO
- Plan, develop and deploy machine learning models and advanced analytics solutions to solve business problems
- Define problems and hypotheses, develop recommendations and decision support tools to increase business value
- Continuously improve the predictive value of our models, monitor model performance in production systems closely
- Develop a culture of highly reproduceable work, attention to detail, quality of work and getting solutions to production quickly
- Exceptional CAN-DO ATTITUDE
- 3+ years of experience of applied Quantitative Analysis, Statistical Analysis or Modelling
- 3+ years of experience in Python or R, and proficiency in Numpy, Pandas, Scikit-learn or equivalent in R, AutoML frameworks
- Solid communication skills (Bahasa Indonesia and English)
- You must be results-oriented and willing to work in a fast and dynamic environment
- Deep understanding of Linear Algebra, (Multivariate) Calculus, Applied Mathematics and Statistics, Algorithms and complex optimization
- Master’s degree in Statistics, Mathematics, Applied Math, Engineering, Computer Science, or similar advanced degree is preferred
- Experience with A/B testing and experimentation
- Domain knowledge in credit scoring, risk or loan portfolio management
- PhD Degree in Statistics, Mathematics, or Applied Mathematics
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