Demonstrated architecture-level experience on at least one hyperscaler (AWS, Azure, or GCP), including networking, IAM, storage tiering, and security controls, with the ability to design Snowflake deployments that integrate cleanly with cloud-native services (e.g., private connectivity, key management, data lake integration). However, employees who have access to the compensation information of other employees or applicants as a part of their essential job functions cannot disclose the pay of other employees or applicants to individuals who do not otherwise have access to compensation information, unless the disclosure is (a) in response to a formal complaint or charge, (b) in furtherance of an investigation, proceeding, hearing, or action, including an investigation conducted by the employer, or (c) consistent with CGI's legal duty to furnish information.