Nitika demonstrates a solid foundation in core data engineering and API development skills, especially with REST APIs, SQL optimization, SSIS, and data integration. Her responses show practical experience in designing scalable systems, handling complex ETL processes, and integrating multiple data sources. However, her communication often lacks depth, especially in soft skills and when explaining concepts to non-technical stakeholders. She also lacks experience with Control-M, which is a requirement. While her technical proficiency is strong, her ability to articulate and engage at a leadership level needs improvement. Recommendation