| Skillset | Candidate Self Rating (5) | Candidate Writeup | Work Experience (Years) |
| Finance Domain Data expertise. | | | |
| Ability to Model data in Data Lake and Data warehouse for Analytical use cases. | | | |
| Ability to understand and negotiate solution with Business teams/Business Analysts. | | | |
| Ability to architect and Design Data Storage, Data Transformation, Data Security, Data Quality and Performance optimization techniques in AWS and Snowflake. | | | |
| Ability to architect and solution data pipelines for batch, streaming, API, Message Queues and real time sources. | | | |
| Ability to work with structured, semi structured and unstructured data. | | | |
| Ability to create clear and impactful Presentations based on audience. | | | |