| Skill or Category | Mandatory/Non-Mandatory | Evaluation Focus |
| Microsoft Azure Stack | Mandatory | Evaluate technical proficiency in T-SQL SSIS SSAS and SSRS |
| Azure Data Factory | Mandatory | Assess ability to construct robust ADF pipelines for data ingestion and transformation |
| Azure Databricks | Mandatory | Experience in ingesting and integrating data into the Azure Analytics Platform |
| Azure Synapse Analytics | Mandatory | Capability to optimize Azure solutions for enhanced decision-making |
| Azure DevOps | Mandatory | Evaluate experience in using Azure DevOps for project deliverables |
| Azure Storage/Data Lake | Mandatory | Proficiency in managing data storage solutions |
| ETL Processes | Mandatory | Experience with ETL processes and report development |
| Relational Databases and SQL | Mandatory | Proficiency in relational databases and SQL language |
| Python Scripting and Spark APIs | Non-Mandatory | Assess experience with Python scripting and Spark APIs |
| Client-Facing Experience | Non-Mandatory | Evaluate previous client engagement experience |
| Agile Development Methodologies | Non-Mandatory | Familiarity with agile development practices |
| Bachelors Degree | Mandatory | Possession of a degree in Computer Science Information Technology or related field |