General UiPath Questions:
- Explain the different components of UiPath architecture.
- What are the differences between attended and unattended robots?
- How does UiPath handle exception management and error handling?
- What is the difference between UiPath Orchestrator queues and databases for managing transactions?
- Can you explain the role of UiPath Robot, Studio, and Orchestrator in an automation project?
- What are the best practices you follow while designing UiPath workflows?
- How do you manage credentials securely in UiPath?
- Explain the difference between a state machine, flowchart, and sequence in UiPath.
- How do you ensure high availability and scalability of UiPath bots?
- What strategies do you use to improve bot performance and reduce execution time?
Selectors and UI Automation:
- How do you optimize selectors for better stability?
- What is the difference between full selectors and partial selectors?
- How do you handle dynamic selectors in UiPath?
- What are anchor-based selectors, and when should they be used?
- How can you verify the robustness of UI automation selectors?
- How do you deal with Citrix or virtual desktop automation in UiPath?
- Explain the role of wildcard characters in selectors.
- How do you handle UI element changes in an application with frequent updates?
Data Handling and Processing:
- What are the different ways to handle large datasets in UiPath?
- How can you efficiently process data from Excel files with millions of rows?
- Explain the difference between DataTable and Dictionary in UiPath.
- How do you perform bulk operations instead of single-row processing?
- How do you filter and sort data efficiently within UiPath workflows?
- What is the difference between LINQ queries and DataTable operations in UiPath?
- How do you handle structured and unstructured data in UiPath?
Orchestrator & Deployment:
- How do you manage version control in UiPath projects?
- What are the key features of UiPath Orchestrator?
- How do you schedule bots and monitor their performance?
- What are the different ways to trigger bots in UiPath?
- How do you implement queue-based processing in Orchestrator?
- What is the difference between modern and classic folders in Orchestrator?
- How do you manage robot workload balancing in Orchestrator?
- How do you handle transactional failures in Orchestrator queues?
- What security measures should be considered when deploying bots using Orchestrator?
- How do you monitor and generate reports on bot performance in Orchestrator?
Performance Optimization & Scalability:
- How can you optimize UiPath workflows for better performance?
- How do you use parallel processing in UiPath?
- How do you minimize UI interaction and prefer background execution in UiPath?
- How do you reduce memory consumption in long-running UiPath processes?
- What strategies do you use to handle large file processing in UiPath?
- How do you manage and optimize logging in UiPath?
Integration with Other Systems:
- How do you integrate UiPath with web services and APIs?
- What is the difference between REST and SOAP API integration in UiPath?
- How do you interact with databases in UiPath?
- How do you manage document processing using AI capabilities in UiPath?
- How do you integrate UiPath with cloud platforms like Azure and AWS?
- How do you use UiPath with tools like Power Automate or other RPA platforms?
- How do you automate emails and handle attachments in UiPath?
Security & Compliance:
- How do you ensure data security in UiPath workflows?
- What are the key compliance requirements when automating with UiPath?
- How do you implement role-based access control (RBAC) in Orchestrator?
- How do you encrypt and decrypt sensitive data within a UiPath process?
- How do you audit bot execution for compliance purposes?
Advanced Topics:
- How do you handle attended automation with human-in-the-loop scenarios?
- What are UiPath AI Fabric and AI Center?
- Explain the importance of document understanding in UiPath and how to implement it.
- How do you use REFramework to create robust automation solutions?
- How do you migrate UiPath bots from one environment to another?
- Explain the differences between synchronous and asynchronous activities in UiPath.
- How do you optimize execution when working with OCR in UiPath?
Troubleshooting & Debugging:
- What are the common challenges faced in UiPath automation and how do you resolve them?
- How do you debug and troubleshoot UiPath workflows effectively?
- How do you capture and analyze logs for failure diagnosis in UiPath?
- How do you handle application crashes or unexpected pop-ups during execution?
- What tools do you use to monitor bot health and execution status?
- How do you retry a failed transaction in REFramework?
- What logging levels are available in UiPath?
- How do you use the Immediate Panel in Debug mode?
- How do you automate applications in Citrix or remote desktops?
- How do you ensure bots handle PII and sensitive data securely?
- What are some UiPath coding best practices?
- What is UiPath Apps and when would you use it? 
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How does Action Center support human-in-the-loop processes? 
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How do you assign and track actions from Action Center? 
- What is AI Center in UiPath? 
- How do you deploy an ML model in a UiPath workflow? 
- What KPIs do you track for an RPA process? 
- How do you manage exception-heavy processes? - Architecture & Design Patterns- 
How do you architect an enterprise-grade RPA solution with UiPath for high-volume, multi-tenanted environments? 
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How do you handle cross-cutting concerns like logging, exception handling, retry mechanisms, and auditing in UiPath workflows? 
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What architectural changes would you make to REFramework for a long-running human-in-loop process? 
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Can you explain your approach to implementing loosely coupled, modular automation components across multiple workflows? 
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How do you design RPA processes for high availability and disaster recovery? 
 - Scalability & Performance- 
How would you optimize UiPath workflows that process millions of records from multiple input sources? 
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What is your strategy for load balancing attended and unattended bots in a production environment? 
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How do you monitor and scale RPA bots dynamically in an enterprise setup with fluctuating workloads? 
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What steps would you take to reduce transaction processing latency in REFramework? 
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How do you address Orchestrator performance bottlenecks in large deployments? 
 - Security & Compliance- 
How do you ensure compliance with data privacy (e.g., GDPR, HIPAA) in an RPA solution? 
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What are the best practices for secrets management in UiPath beyond Orchestrator assets? 
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How would you secure bots running on shared virtual machines in a BPO environment? 
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How do you implement role-based access control and audit trails in an RPA solution? 
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What security controls do you apply when integrating UiPath with external systems (e.g., SAP, APIs)? 
 - Enterprise Integration & Advanced Use Cases- 
Explain how you've integrated UiPath with enterprise tools like ServiceNow, Salesforce, or SAP. 
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What are the limitations of UiPath's API activities and how have you overcome them? 
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Have you implemented attended+unattended hybrid processes? How did you manage synchronization? 
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How would you integrate UiPath with AI/ML models hosted on Azure or AWS? 
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Describe a real use case where you used Document Understanding with custom ML models. 
 - Governance, COE, and Best Practices- 
What is your approach to setting up an RPA Center of Excellence (CoE)? 
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How do you manage change control, versioning, and approvals for UiPath bots? 
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How do you define and enforce reusable component libraries across teams? 
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How do you establish SLA and KPI reporting mechanisms for bots in production? 
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How do you handle dependency management across multiple UiPath projects? 
 - Advanced UiPath Capabilities- 
Explain the role and internals of UiPath Robot.js in attended automation. 
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What are the limitations of REFramework and how have you extended it in your solutions? 
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How do you use Orchestrator APIs to build custom dashboards or integrations? 
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Have you used custom activities in UiPath? Walk through how you created and deployed one. 
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How would you automate Citrix/VDI systems at scale with minimal errors? 
 - CI/CD & DevOps for RPA- 
How do you implement a full CI/CD pipeline for UiPath using Azure DevOps or Jenkins? 
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What challenges have you faced in implementing automated testing for UiPath workflows? 
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How do you manage versioned deployments across development, UAT, and production environments? 
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How do you ensure rollback and recovery in case of a failed production deployment? 
 - Troubleshooting & Real-World Challenges- 
Describe a production outage you handled for a critical bot — what steps did you take? 
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How do you investigate and fix performance degradation in a UiPath workflow? 
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What’s your process for root cause analysis when bots silently fail or behave inconsistently? 
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How do you handle version mismatches between Studio, Orchestrator, and Robots? 
 - Leadership & Strategy
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How do you align RPA implementation with broader digital transformation goals? 
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What’s your approach to identifying and prioritizing automation candidates across departments? 
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How do you mentor junior RPA developers and enforce engineering best practices? 
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How do you present RPA ROI to senior stakeholders or business leaders? 
- Real-World Scenarios & Complex Use Cases - How would you handle automation of a process where the underlying application UI frequently changes (e.g., due to weekly updates)? 
- How do you handle situations where external APIs used in your automation have rate limits or frequent downtime? 
- Describe how you would automate a process that requires multi-factor authentication (MFA). 
- How do you ensure automation resiliency in the case of network latency or instability during file downloads/uploads? 
- How do you design automations that span across multiple systems with asynchronous communication? 
 - Bot Lifecycle Management- What are the stages of a bot's lifecycle in enterprise RPA? 
- How do you manage bot version upgrades across large-scale deployments? 
- How do you retire or decommission bots that are no longer in use? 
- What’s your approach to bot testing – unit testing, integration testing, and UAT? 
 - Monitoring & Analytics- How do you monitor robot execution in real time? 
- What is your experience integrating UiPath with tools like Splunk, AppDynamics, or Power BI for logging/analytics? 
- How would you implement proactive alerting for bot failures or slow transactions? 
- What metrics/KPIs do you define for ongoing performance monitoring of your automations? 
 - Multi-Tenancy & Environment Management- How do you manage multiple environments (Dev, Test, UAT, Prod) within UiPath Orchestrator? 
- What are the implications of multi-tenancy in Orchestrator for enterprise RPA governance? 
- How do you isolate bot credentials and configurations across tenants or environments? 
 - Advanced REFramework Customization- How would you extend REFramework to support multi-bot transaction load sharing? 
- How do you modify the Init and End process states in REFramework for systems requiring complex login/logout flows? 
- How would you integrate REFramework with an AI-based decision engine mid-process? 
 - UiPath Test Suite & Automation Testing- How do you use the UiPath Test Suite for automated workflow testing? 
- What are the benefits of using Test Manager in a regulated automation environment? 
- Have you implemented test automation using UiPath for non-RPA applications (e.g., web or desktop app testing)? 
 - Infrastructure & Bot Deployment- What’s the difference between standard machine and floating robot configurations? 
- How do you architect RPA deployment across hybrid (cloud + on-prem) environments? 
- How do you configure unattended robots for high-availability using load balancing or clustering? 
- How do you manage virtual machine pools (e.g., Citrix, VDI) for large bot farms? 
 - Licensing & Cost Optimization- How do you manage license allocation and optimization in a multi-team RPA environment? 
- What’s the impact of modern folder licensing vs classic folders in UiPath Orchestrator? 
- How do you track license consumption and ensure optimal ROI? 
 - Process Mining & Discovery- Have you used UiPath Process Mining or Task Mining tools? What insights did you gain? 
- What’s your approach for discovering automation candidates across a large enterprise? 
- How do you validate whether a task/process is viable for automation (business case + technical feasibility)? 
 - AI Center & Intelligent Automation- What is your experience deploying machine learning models using UiPath AI Center? 
- How do you handle retraining and versioning of AI models used in UiPath workflows? 
- How would you combine RPA with NLP to automate email and document classification? 
 - UiPath Marketplace & Customization- Have you published or used components from the UiPath Marketplace? 
- What are the advantages of building your own custom activity libraries? 
- How do you ensure quality and security when using third-party packages in automation? 
 
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