Advanced dbt proficiency with complex modeling, macros, and performance optimization Deep Snowflake expertise including architecture, optimization, and advanced features Hands-on experience with Fivetran and modern data stack ecosystem Proficient in Git/GitHub workflows, branching strategies, and collaborative development Advanced SQL skills with query optimization and performance troubleshooting Understanding of dimensional modeling and analytics engineering methodologies Experience with cloud environments and scalable solutions in AWS and/or GCP Familiarity with project management tools like Jira Demonstrated experience with Claude, ChatGPT, and other LLM platforms Familiarity with agentic tools such as CoPilot, RooCode, and others Prompt engineering skills for code generation, documentation, and problem-solving Strong interest or direct experience in agentic workflows and Model Context Protocols (MCP)