50 Google Cloud Digital Leader Practice Questions: Question Bank 2025

A retail company wants a low-risk way to start its cloud journey. Leaders want to validate business value quickly with minimal changes to existing applications. What is the best initial approach on Google Cloud?

A marketing team needs to analyze large datasets and run SQL queries without managing servers. They also want to share dashboards with stakeholders. Which combination best meets these needs?

A developer wants to deploy a containerized web API without managing the underlying infrastructure. The service should scale automatically based on incoming requests. Which Google Cloud product is the best fit?

A security team wants to reduce the risk of unauthorized access by ensuring users only have the permissions they need to do their jobs. What is the recommended approach in Google Cloud?

An application experiences highly variable traffic, with unpredictable spikes during marketing campaigns. The business wants to avoid paying for idle capacity while still handling bursts reliably. Which design approach best supports this goal?

A company wants a centralized, consistent way to view application logs from multiple services and set alerts when error rates increase. Which Google Cloud capability is best suited?

A data team needs to process streaming events from a mobile app (such as clicks and in-app actions) in near real time and then load them into an analytics system. Which approach best fits this requirement?

A company wants to modernize an existing monolithic application but is not ready for a full microservices rewrite. They want to reduce operational burden, improve release velocity, and avoid managing servers. Which approach is most appropriate?

A healthcare organization must ensure that stored data is protected and that access to sensitive datasets is monitored and auditable. Which combination best addresses these requirements?

An enterprise wants to govern cloud usage across many teams. They need consistent policies for resource hierarchy, access control, and separation between environments (dev/test/prod). Which approach best supports this at scale?

A retail company wants to build an internal dashboard that shows near-real-time sales updates from multiple stores. Store systems publish events whenever a sale occurs. The company wants a managed service that can ingest streaming events and allow downstream analytics tools to consume them reliably. Which Google Cloud service should they use for ingestion?

A team is new to Google Cloud and wants to organize resources and apply consistent access controls and policies across multiple environments (dev, test, prod). Which Google Cloud resource hierarchy approach is most appropriate?

An application experiences unpredictable traffic spikes. The business wants the platform to automatically add or remove compute capacity based on demand without manual intervention. What Google Cloud capability best addresses this need?

A media company stores raw video files in Cloud Storage. They want to automatically trigger a processing pipeline whenever a new file is uploaded, without managing servers. Which approach best fits this requirement?

A company wants to reduce the risk of overly broad permissions. They need a method to grant users only the permissions required to perform their jobs, and nothing more. Which security principle should guide their IAM design on Google Cloud?

A financial services team needs to analyze data stored across several systems and run SQL queries without moving all data into a single database immediately. They want a managed analytics warehouse that can query large datasets and integrate with multiple data sources. Which Google Cloud product best fits?

A company is adopting containers and wants a managed environment to deploy, scale, and operate Kubernetes clusters with reduced operational overhead. Which Google Cloud service should they choose?

A product team wants to ensure service reliability by tracking application latency, error rates, and resource usage. They also want alerting when thresholds are exceeded. Which Google Cloud capability should they use?

A company wants to prevent public access to any Cloud Storage buckets in their organization, even if a project owner accidentally tries to make a bucket public. They need a centralized control that enforces this across projects. What should they use?

A healthcare organization must ensure that data is not accessible from outside a controlled private network, and they want to reduce exposure to the public internet for Google APIs. They need private connectivity from their VPC to Google services like Cloud Storage and BigQuery. What should they implement?

A small business wants to store and share files (documents, images, videos) with occasional access from employees. They want a managed service that is highly durable and doesn’t require managing servers. Which Google Cloud service best fits?

A company is adopting a microservices approach and wants to package applications with their dependencies so they run consistently across environments. Which concept best addresses this need?

A team wants to reduce the risk of accidental data exposure by ensuring no Google Cloud resources can be created with public IP addresses unless explicitly approved. Which approach best supports this at the organizational level?

A retailer wants near real-time dashboards showing orders per minute and inventory changes. Events come continuously from multiple systems. Which architecture is the best fit on Google Cloud?

A startup has a web API with spiky traffic. They want to minimize operational overhead and scale automatically, paying only when requests are handled. Which compute option best matches this goal?

A company wants centralized visibility into application errors and latency across multiple Google Cloud services. They need a way to detect issues quickly and correlate logs/metrics. What should they primarily use?

A product team wants business stakeholders to explore and visualize curated datasets without writing SQL. They need interactive dashboards that can connect to BigQuery. Which tool best meets this need?

A company is moving from on-premises to Google Cloud and wants to ensure teams don’t create resources in unauthorized regions due to data residency rules. Which control is the most appropriate?

A company wants to enable cross-functional teams to innovate quickly, but leadership insists on clear ownership, cost accountability, and the ability to apply different policies by team. Which Google Cloud resource hierarchy design best supports this?

A security team needs to grant a vendor temporary access to manage only a specific Cloud Storage bucket. They want to follow least privilege and avoid long-lived credentials. What is the best approach?

A retail team wants to create an executive dashboard that updates throughout the day using data from sales systems and Google Analytics. They want a managed, SQL-based analytics solution with minimal operational overhead. Which Google Cloud product best fits?

A startup is building a customer-facing mobile app backend. They want to deploy without managing servers and prefer automatic scaling based on traffic. Which compute option should they choose?

A security administrator needs to ensure that employees can only access Google Cloud resources using corporate-managed identities and multi-factor authentication. Which Google Cloud capability is primarily used to manage this?

A product owner asks why Google Cloud recommends organizing resources into a hierarchy. What is a primary benefit of using organizations, folders, and projects?

A media company wants to reduce risk when releasing new versions of a web service by gradually shifting traffic to the new version and rolling back quickly if errors increase. Which deployment approach best matches this goal?

A company stores raw IoT sensor data in Cloud Storage and wants to automatically trigger processing when new files arrive, without managing servers. Which solution is most appropriate?

A team wants to standardize how they deploy applications and enforce consistent configurations across environments (dev, test, prod). They also want repeatable, auditable deployments. Which approach best supports this?

A security team needs near-real-time visibility into suspicious administrative actions (for example, changes to IAM policies) and wants to be alerted quickly. Which Google Cloud capabilities best meet this requirement?

A healthcare organization must ensure that only a small compliance team can access a dataset containing sensitive patient information, while analytics teams can access de-identified data. What is the best practice approach on Google Cloud?

An enterprise wants to modernize a legacy application but must keep certain systems in their data center for regulatory reasons. They want consistent networking and service connectivity between on-premises and Google Cloud, and they plan to migrate in phases. Which architecture approach best supports this?

A retail company wants to start a cloud migration. Executives ask for a structured way to assess current application readiness and create a migration plan with minimal guesswork. What should the team do first?

A team wants business users to ask questions like "Which products drove week-over-week growth?" without writing SQL. They also want the results governed by a central semantic model. Which Google Cloud capability best fits this need?

A small startup wants to host a simple marketing website with minimal operational overhead and automatic scaling for traffic spikes. Which approach is most appropriate?

A healthcare provider needs to analyze sensitive patient data in BigQuery. Only a small group should access identifiable fields (e.g., name, address), while most analysts can query de-identified data. What is the best practice approach?

A data engineering team wants to build a pipeline that processes streaming IoT events in near real time and writes cleaned results to an analytics store for dashboards. They want a fully managed service with autoscaling. Which solution is most appropriate?

A company is modernizing an application and wants to break a monolith into smaller services. They also want to standardize packaging and deployment across environments. Which approach best supports this goal?

A finance team wants to reduce surprise cloud spend and ensure each department is accountable for its usage. What is the recommended approach to support this goal?

An operations team wants to detect and investigate intermittent latency issues in a microservices application. They need to correlate metrics, logs, and traces across services. Which Google Cloud approach best supports this?

A company runs workloads in multiple Google Cloud projects and wants consistent security policies for who can create public IP addresses and who can change firewall rules. They also want the ability to audit policy changes centrally. What should they implement?

A global company needs a business continuity design for a customer-facing app. They want the service to remain available even if a single Google Cloud region becomes unavailable, but they also want to keep operations manageable. Which architecture best meets the requirement?