Data Scientist Sênior - Crédito
Tasks
- Build KPIs dashboards and analytical reports
- Build machine learning models for credit applications
- Collaborate with credit risk and operations teams to align models with business needs
- Conduct exploratory analysis for credit risk
- Deploy machine learning models to production environments
- Detect data drift and concept drift
- Develop collections and behavioral analysis models
- Lead end-to-end data science projects
- Monitor model performance and data quality
- Translate model insights into business value
Perks/Benefits
- Career growth opportunities
- Childcare assistance
- Dental insurance
- Education support
- Extended maternity/paternity leave
- Food allowance
- Health insurance
- Home office support
- Language learning support
- Life insurance
- Mental health support
- Mobility assistance
- Nutrition support
- Parental support
- Performance bonus
- Remote work
- Stock options
- Wellness programs
Skills/Tech-stack
A/B | A/B Testing | AWS | Apache Spark | B testing | Bayesian Methods | Causal Inference | Classification | Databricks | Git | Hypothesis Testing | Instrumental Variables | MLOps | MLflow | Machine Learning | Python | Regression | SQL | Series forecasting | Statistics | Time Series | Time Series Forecasting | Version control
Education
Associate Degree | Bachelor of Engineering | Bachelor of Science | Master of Science | PhD
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