Strong experience navigating distributed data systems, databases (SQL/NoSQL), API integrations, and cloud infrastructure (AWS, GCP, Azure, or on-prem networks). Requirement: 4+ years of professional experience building, deploying, and maintaining large-scale, production-grade systems (strong proficiency in Python, Go, Java, or JavaScript/TypeScript).