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hace 2 meses
Konfío is a leading financial technology company in Mexico, dedicated to supporting small and medium enterprises in achieving their goals.
Our mission is to provide innovative solutions, leveraging data and technology, to help entrepreneurs overcome their challenges and succeed.
About the Data Science TeamWe are a high-performing team of data scientists, committed to delivering exceptional results through rigorous analysis, innovative thinking, and collaboration.
Our team is passionate about using data to drive business decisions, and we are constantly seeking ways to improve our processes and deliver value to our customers.
About the RoleWe are seeking a highly skilled Senior Data Scientist to join our team, who will be responsible for developing and implementing machine learning models, analyzing complex data sets, and communicating insights to stakeholders.
The ideal candidate will have a strong background in machine learning, data analysis, and programming, as well as excellent communication and problem-solving skills.
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 accuracy and reliability.
- Implement monitoring systems to track model performance and quality over time.
- Regularly review and retrain models based on evolving data patterns and business 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 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.
- Independent worker with ability to communicate and translate technical solutions and methodologies to executive leadership.
- 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.
