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Automation Squad

Role

AI for Systems Analysts

Robert MacKelfresh

By Robert MacKelfresh

Founder, Automation Squad

Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Computer Systems Analysts · O*NET 15-1211.00 · Job Zone 4 · sourced from the U.S. Department of Labor occupation database

Automation coverage

21 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

202 matched to the tools computer systems analysts use. Showing 24.

  • GitHub

    MCP server

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

    GitHub

  • Slack

    MCP server

    Slack is a platform for team communication: everything in one place, instantly searchable, available wherever you go. Offering instant messaging, document sharing and knowledge search for modern teams.

    Slack

  • 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)

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Slack MCP or direct API to send messages, fetch channels, read conversations, and manage users through natural language.

    Make (make.com)

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Google Docs MCP or direct API to create, edit, search, summarize, and share documents through natural language.

    Make (make.com)

  • 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)

  • Microsoft Teams

    MCP server

    Microsoft Teams is the hub for teamwork in Office 365 that integrates all the people, content, and tools your team needs to be more engaged and effective.

    Microsoft Teams

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Microsoft teams MCP or direct API to send messages, manage channels, schedule meetings, and fetch chat history 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

  • Salesforce

    MCP server

    Salesforce is a leading enterprise customer relationship manager (CRM) application.

    Salesforce

  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with ServiceNow MCP or direct API to create incidents, update tickets, fetch reports, and automate workflow actions through natural language.

    Make (make.com)

  • Tableau is a business intelligence and analytics platform that enables users to connect to databases, create data visualizations, and share insights. The platform offers deployment options including cloud-based, self-hosted, and desktop environments with drag-and-drop functionali

    Make (make.com)

  • Tableau

    MCP server
  • Securely connect your AI agents and chatbots (Claude, ChatGPT, Cursor, etc) with Youtube MCP or direct API to upload videos, fetch channel analytics, manage playlists, and moderate comments through natural language.

    Make (make.com)

  • Make (make.com)

  • Make (make.com)

  • Amazon S3 is a simple storage service that helps developers and IT teams store, backup, archive and retrieve data from anywhere across the web. It allows administrators to store data in buckets, append tags to objects, configure access controls for several clients, conduct high-v

  • Make (make.com)

  • Make (make.com)

  • Blink

    MCP server

    Blink is a workplace messaging platform that uses bots, apps and messaging to simplify work.

    Blink

  • Make (make.com)

The tools this job actually uses

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

  • Adobe Acrobathot
  • Adobe Illustratorhot
  • Adobe Photoshophot
  • AJAXhot
  • Amazon DynamoDBhot
  • Amazon Elastic Compute Cloud EC2hot
  • Amazon Redshifthot
  • Amazon Web Services AWS CloudFormationhot
  • Amazon Web Services AWS softwarehot
  • Ansible softwarehot
  • Apache Cassandrahot
  • Apache Hadoophot
  • Apache Hivehot
  • Apache Kafkahot
  • Apache Mavenhot
  • Apache Sparkhot
  • Apache Subversion SVNhot
  • Apache Tomcathot
  • Apple macOShot
  • Atlassian Confluencehot
  • Atlassian JIRAhot
  • Bashhot
  • Chot
  • Chot
  • Chot
  • Cascading style sheets CSShot
  • Chefhot
  • Cisco Webexhot
  • Djangohot
  • Dockerhot
  • Eclipse IDEhot
  • Elasticsearchhot
  • Epic Systemshot
  • ESRI ArcGIS softwarehot
  • Extensible markup language XMLhot
  • Githot
  • GitHubhot
  • Gohot
  • Google Analyticshot
  • Google Angularhot

What this job involves

23 documented tasks, most important first. Showing 23.

  1. Troubleshoot program and system malfunctions to restore normal functioning.
  2. Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.
  3. Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.
  4. Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.
  5. Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.
  6. Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.
  7. Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.
  8. Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.
  9. Consult with management to ensure agreement on system principles.
  10. Specify inputs accessed by the system and plan the distribution and use of the results.
  11. Expand or modify system to serve new purposes or improve work flow.
  12. Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.
  13. Train staff and users to work with computer systems and programs.
  14. Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.
  15. Assess the usefulness of pre-developed application packages and adapt them to a user environment.
  16. Determine computer software or hardware needed to set up or alter systems.
  17. Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.
  18. Develop, document, and revise system design procedures, test procedures, and quality standards.
  19. Recommend new equipment or software packages.
  20. Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.
  21. Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.
  22. Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.
  23. Write code to perform desired actions.