Hands-on experience with automation platforms, enterprise business systems (e.g., Salesforce, NetSuite, Jira Service Management, Microsoft 365), APIs, integrations, and at least one scripting or programming language (Python, PowerShell, JavaScript/TypeScript, C#, or Bash ), along with working knowledge of SQL and structured data formats such as JSON and YAML.