Hands-on experience with security tools, frameworks for cloud platforms (e.g., AWS, Azure, GCP), and technologies (e.g., firewalls, encryption, identity and access management, vulnerability scanning, penetration testing). Experience with tool sets relevant to modern cloud operations like SIEM, WAF, vulnerability scans, pen tests, CIS benchmarking, etc.