Expertise in Amazon Redshift and other AWS services such as S3 Glue Lambda Step Functions Lake Formation.Strong knowledge of SQL and performance tuning for largescale data systems.Experience with ETL frameworks and tools (AWS Glue Lambda etc).Experience in Python or other scripting languages for automation and data manipulationFamiliarity with big data processing technologies like Hadoop Spark and data lakes.Ability to design and implement data models for structured and unstructured data.Experience with data quality management and validation techniques.Strong analytical skills with the ability to troubleshoot and resolve complex data issues.Excellent communication skills and ability to work collaboratively in a team environment.Understanding of data security privacy and compliance regulations.