Cientista de Dados III
Core
Senior Data Scientist leading risk modeling and analytical architecture for the Agribusiness division.
Role type
Senior IC data scientist (risk modeling & architecture)
Builds
Production risk models, credit decisioning solutions, and analytical pipelines for Agribusiness
Domain
Financial services / Agribusiness
Deliverable
production ML models
Required skills
Python, Machine Learning, risk modeling, feature engineering, model validation, technical architecture, code review
Preferred skills
LLMs and AI agents, Hadoop/Spark/Polars, AWS, R/SQL/Scala/Java
Technologies
Python, Numpy, Pandas, Scikit-learn, Matplotlib, Seaborn, Jupyter, Git, Bitbucket, Hadoop, Spark, Pyspark, Polars, AWS
Responsibilities
Develop risk models to optimize credit analysis and granting; Define technical approaches, stacks, and development standards for models and pipelines; Act as technical reference (tech lead) for the data science team; Lead the evolution of risk model architecture (features, validation, monitoring, MLOps); Evaluate trade-offs between complexity, performance, interpretability, and governance; Collaborate with Engineering and Product teams to identify process and product improvements.
Seniority
Senior, hands-on IC with mentorship responsibilities