4-6 years of experience in a client-facing engineering or technical role, ideally involving a complex and rapidly evolving software/product Experience with cloud platforms such as AWS, Azure, and GCP Experience with Docker and Kubernetes Proficiency working with Unix-based operating systems Experience with relational databases (or data warehouses like Snowflake) and SQL Ability to read and write Python or R code Collaborative and helpful mindset with a focus on always working as a team A strong competency in technical problem solving with demonstrated experience performing advanced log analysis, debugging, and reproducing errors