We are developing the next generation of Artificial Intelligence technology for large companies with massive customer bases. The Data Scientist is responsible for analyzing data sources in a business context to propose and implement analytical approaches that solve business problems.
Requirements
- Maintain communication with stakeholders to understand business needs and customer pain points.
- Define the necessary data to address these problems and design solutions that add value to the business.
- Process data efficiently using tools such as S3, Athena, and Jupyter Notebooks.
- Develop exploratory data analysis (EDA) to validate data with customers and generate insights through data storytelling.
- Implement data processing and feature engineering to prepare data before training and testing models.
- Evaluate the effectiveness of data by performing quality checks on data.
- Design, build, adjust, and test algorithms; and deploy models using good practices to ensure reproducibility in test and production environments.
- Develop strategies to validate model results in production.