1. Research, prototype, build, and maintain machine learning models to solve business problems.
2. Launch models to production and support machine learning platform development.
3. Perform exploratory analyses to scope high-value opportunities.
4. Build and maintain complex Airflow DAGs or equivalent to meet changing modeling, product, and engineering requirements.
5. Adhere to best software development practices.
6. Write technical documentation and share technical knowledge and decisions with the team.