At least 4 years of experience in AWS data landscape 10 years of experience designing and building complex data systems Experience with Relational database design, optimization and migration Data modeling for both transactional and analytics systems BI dashboards and visualizations Data Governance and MDM Big data processing using Spark, Streaming solutions, and NoSQL Machine Learning and MLOps with proficiency in Sagemaker GenAI Foundational Models with proficiency in Bedrock DataOps practices Experience with at least two from: Infrastructure as Code tools, CI/CD pipelines and tools, Python for analytics and automation Strong drive towards standardizing and documenting approach and solutions Excellent written and verbal communication skills