Senior Data Scientist

hace 3 semanas


Ciudad de México, Ciudad de México Konfío A tiempo completo

About the Data Science Role

We're seeking an experienced Data Scientist to join our high-performing team at Konfio. As a key member of our data science team, you will be responsible for developing and implementing new machine learning models and algorithms for underwriting and customer management.

Key Responsibilities:

  • Develop and implement new machine learning models and algorithms for underwriting and customer management
  • Maintain existing models and conduct experiments to improve them
  • Test, validate, and benchmark models to ensure their accuracy and reliability
  • Implement monitoring systems to track model performance and quality over time

Requirements

  • Master's degree in a quantitative discipline (e.g., Statistics, Computer Science, Math, Engineering)
  • At least 3 years of experience in Data Science and production programming experience in Python (Class oriented) and Pandas library
  • Knowledge and experience with Machine Learning models, both supervised and unsupervised learning (e.g., classification, clustering, time series forecasting)
  • Statistics fundamentals: most common distributions, generalized linear models, hierarchical models (desirable), A/B testing, bootstrap, experiment design, simulation
  • Strong SQL knowledge

Preferred qualifications

  • Experience in the financial sector
  • Experience working with Risk and Collections models
  • Effective problem-solving and process improvement skills
  • Ability to manage ambiguity, prioritizing needs, and delivering results in a dynamic environment


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