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Automation Squad

Role

AI for Validation Engineers

Robert MacKelfresh

By Robert MacKelfresh

Founder, Automation Squad

Design or plan protocols for equipment or processes to produce products meeting internal and external purity, safety, and quality requirements.

Validation Engineers · O*NET 17-2112.02 · Job Zone 4 · sourced from the U.S. Department of Labor occupation database

Automation coverage

23 of 40tools on this list have an AI solution available today

Counted by matching the tools this occupation is documented as using against a corpus of 226,452 AI products, MCP servers, skills and connectors. Where a tool has no match, we say so rather than inventing one.

AI you can use for this job

102 matched to the tools validation engineers use. Showing 24.

  • GitHub

    MCP server

    GitHub is the perfect place to share code and work collaboratively on private and open source software.

    GitHub

  • PostgreSQL

    MCP server

    PostgreSQL is a powerful, open-source database engine with a uniquely advanced query optimizer and dozens of built in features, making it an easy choice for production databases.

    PostgreSQL

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with GitHub MCP or direct API to manage repositories, review pull requests, track issues, and automate code workflows through natural language.

    Make (make.com)

  • Grafana

    MCP server
  • Microsoft Outlook is a web-based suite of webmail, contacts, tasks, and calendaring services.

    Microsoft Outlook

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Microsoft Power Bi MCP or direct API to list workspaces, inspect reports, refresh datasets, and summarize dashboard insights through natural language.

    Make (make.com)

  • MySQL

    MCP server

    MySQL is a premier database used in millions of production environments around the world. Easily plug your MySQL database into any web service.

    MySQL

  • Make (make.com)

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Elasticsearch MCP or direct API to search documents, manage indices, run analytics, and update records through natural language.

    Make (make.com)

  • lobehub

  • Make (make.com)

  • Jenkins

    MCP server

    jenkins is a continuous integration server that monitors executions of repeated jobs, such as building a software project or jobs run by cron.

    Jenkins

  • Microsoft Excel

    MCP server

    Microsoft's Excel is a spreadsheet application used by millions of users across the world. It is part of the Office ecosystem and is considered the industry standard for spreadsheets. Only files on OneDrive for Business (available with Office 365 and Sharepoint server) are su

    Microsoft Excel

  • Microsoft Power BI is a business analytics platform for visualizing data and sharing insights.

    Microsoft Power BI

  • Microsoft Word

    MCP server
  • AI demands adaptability. MongoDB offers flexible, scalable, AI-ready data solutions, eliminating friction and accelerating innovation.

    Make (make.com)

  • Mongodb

    MCP server
  • Make (make.com)

  • Make (make.com)

  • Powerpoint

    MCP server
  • Prometheus

    MCP server

The tools this job actually uses

112 documented for this occupation. Showing 40, hot technologies first. A filled dot means an AI solution exists for it.

  • Amazon DynamoDBhot
  • Amazon Elastic Compute Cloud EC2hot
  • Amazon Web Services AWS CloudFormationhot
  • Amazon Web Services AWS softwarehot
  • Ansible softwarehot
  • Apache Cassandrahot
  • Apache Kafkahot
  • Apache Mavenhot
  • Apache Subversion SVNhot
  • Apache Tomcathot
  • Atlassian JIRAhot
  • Bashhot
  • Chot
  • Chot
  • Chot
  • Chefhot
  • Dassault Systemes SolidWorkshot
  • Djangohot
  • Dockerhot
  • Elasticsearchhot
  • Extensible markup language XMLhot
  • Githot
  • GitHubhot
  • Gohot
  • Grafana Labs Grafana Cloudhot
  • IBM Terraformhot
  • JavaScripthot
  • Jenkins CIhot
  • JUnithot
  • Kuberneteshot
  • Linuxhot
  • Microsoft Accesshot
  • Microsoft Azure softwarehot
  • Microsoft Excelhot
  • Microsoft Office softwarehot
  • Microsoft Outlookhot
  • Microsoft Power Automatehot
  • Microsoft Power BIhot
  • Microsoft Power Platform softwarehot
  • Microsoft PowerPointhot

What this job involves

21 documented tasks, most important first. Showing 21.

  1. Study product characteristics or customer requirements to determine validation objectives and standards.
  2. Analyze validation test data to determine whether systems or processes have met validation criteria or to identify root causes of production problems.
  3. Develop validation master plans, process flow diagrams, test cases, or standard operating procedures.
  4. Prepare detailed reports or design statements, based on results of validation and qualification tests or reviews of procedures and protocols.
  5. Maintain validation test equipment.
  6. Conduct validation or qualification tests of new or existing processes, equipment, or software in accordance with internal protocols or external standards.
  7. Communicate with regulatory agencies regarding compliance documentation or validation results.
  8. Prepare, maintain, or review validation and compliance documentation, such as engineering change notices, schematics, or protocols.
  9. Recommend resolution of identified deviations from established product or process standards.
  10. Design validation study features, such as sampling, testing, or analytical methodologies.
  11. Prepare validation or performance qualification protocols for new or modified manufacturing processes, systems, or equipment for production of pharmaceuticals, electronics, or other products.
  12. Create, populate, or maintain databases for tracking validation activities, test results, or validated systems.
  13. Resolve testing problems by modifying testing methods or revising test objectives and standards.
  14. Conduct audits of validation or performance qualification processes to ensure compliance with internal or regulatory requirements.
  15. Draw samples of raw materials, intermediate products, or finished products for validation testing.
  16. Direct validation activities, such as protocol creation or testing.
  17. Coordinate the implementation or scheduling of validation testing with affected departments and personnel.
  18. Participate in internal or external training programs to maintain knowledge of validation principles, industry trends, or novel technologies.
  19. Validate or characterize sustainable or environmentally friendly products, using electronic testing platforms.
  20. Assist in training equipment operators or other staff on validation protocols and standard operating procedures.
  21. Devise automated lab validation test stations or other test fixtures or equipment.