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Automation Risk Analysis

Will “Mainframe Systems Administrator” be Automated?

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AI Exposure Risk

60%

“Mainframe Systems Administrator” will maybe be replaced by AI.

Based on the cognitive demands, communication requirements, and logical reasoning intrinsic to this occupation according to O*NET data, we project a 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

39%

“Mainframe Systems Administrator” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 39% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Network and Computer Systems Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Install, configure, and maintain an organization's local area network (LAN), wide area network (WAN), data communications network, operating systems, and physical and virtual servers. Perform system monitoring and verify the integrity and availability of hardware, network, and server resources and systems. Review system and application logs and verify completion of scheduled jobs, including system backups. Analyze network and server resource consumption and control user access. Install and upgrade software and maintain software licenses. May assist in network modeling, analysis, planning, and coordination between network and data communications hardware and software.

Avg. Annual Salary $101,190
Avg. Hourly Wage $48.65
Available Jobs (US) 318,570
Job Title & Hierarchy Code (SOC) Network and Computer Systems Administrators #15-1244
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Network and Computer Systems Administrators”

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Core Skills & Abilities

  • Perform data backups and disaster recovery operations.

  • Configure, monitor, and maintain email applications or virus protection software.

  • Research new technologies by attending seminars, reading trade articles, or taking classes, and implement or recommend the implementation of new technologies.

  • Confer with network users about solutions to existing system problems.

  • Maintain and administer computer networks and related computing environments, including computer hardware, systems software, applications software, and all configurations.

  • Plan, coordinate, and implement network security measures to protect data, software, and hardware.

  • Gather data pertaining to customer needs, and use the information to identify, predict, interpret, and evaluate system and network requirements.

  • Analyze equipment performance records to determine the need for repair or replacement.

  • Perform routine network startup and shutdown procedures, and maintain control records.

  • Maintain an inventory of parts for emergency repairs.

  • Train people in computer system use.

  • Recommend changes to improve systems and network configurations, and determine hardware or software requirements related to such changes.

  • Load computer tapes and disks, and install software and printer paper or forms.

  • Diagnose, troubleshoot, and resolve hardware, software, or other network and system problems, and replace defective components when necessary.

  • Coordinate with vendors and with company personnel to facilitate purchases.

  • Design, configure, and test computer hardware, networking software and operating system software.

  • Maintain logs related to network functions, as well as maintenance and repair records.

  • Implement and provide technical support for voice services and equipment, such as private branch exchange, voice mail system, and telecom system.

  • Operate master consoles to monitor the performance of computer systems and networks and to coordinate computer network access and use.

  • Monitor network performance to determine whether adjustments are needed and where changes will be needed in the future.

Technologies & Software

  • Oracle PeopleSoft Financials
  • Network management software
  • Microsoft SQL Server Integration Services SSIS
  • Extensible markup language XML
  • Microsoft Windows Terminal Services Access Manager
  • Perl
  • Git
  • Perplexity AI
  • Enterprise JavaBeans
  • Teradata Database
  • Llama (Meta)
  • Microsoft SQL Server Reporting Services SSRS
  • Job control language JCL
  • Qlik Tech QlikView
  • IBM InfoSphere DataStage
  • Tableau
  • Cisco Webex
  • Advanced business application programming ABAP
  • Microsoft ASP.NET
  • Cisco Systems CiscoWorks
  • Adobe Acrobat
  • C++
  • Splunk Enterprise
  • Oracle Solaris
  • Microsoft ActiveX
  • Lavalys Everest
  • Network shutdown software
  • ESRI ArcGIS software
  • Application management software
  • Geographic information system GIS software
  • Grok (xAI)
  • Structured query language SQL
  • Jupyter Notebook
  • SAS
  • ParentSquare
  • Amazon Web Services AWS software
  • PHP
  • Apache Tomcat
  • Node.js
  • Qwen (Alibaba)
  • Systems and applications migration software
  • Wireshark
  • Microsoft Dynamics GP
  • Microsoft Outlook
  • Packet filter software
  • Microsoft Dynamics
  • Zabbix
  • Tabnine
  • Apache Kafka
  • Transact-SQL
  • FileMaker Pro
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Windows
  • Virtual network computing VNC software
  • Secure shell SSH software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Marketo Marketing Automation
  • Operating system software
  • Computer aided design and drafting CADD software
  • Microsoft Visual Basic
  • Berkeley Internet Domain Name BIND
  • Optical network management software
  • Epic Systems
  • Kimi (Moonshot AI)
  • Nagios
  • Symantec Ghost Solution Suite
  • Microsoft Active Server Pages ASP
  • Network intrusion detection software
  • Online traffic calculator software
  • Microsoft Visio
  • TKSoftware RCM software
  • Oracle Hyperion
  • Oracle JavaServer Pages JSP
  • Amazon Web Services AWS CloudFormation
  • DeepSeek
  • Moodle
  • Atlassian JIRA
  • Multi-router traffic grapher MRTG software
  • Firewall software
  • GitHub Copilot
  • Blackboard software
  • Simple network management protocol SNMP software
  • Network availability monitoring software
  • SolarWinds
  • Amazon Redshift
  • Amazon DynamoDB
  • Remote desktop control software
  • Blackbaud The Raiser's Edge
  • Active directory software
  • Hewlett Packard LoadRunner
  • Human resource management software HRMS
  • McAfee
  • ChatGPT (OpenAI)
  • Hewlett Packard HP-UX
  • Integrated development environment IDE software
  • Apache Subversion SVN
  • Network traffic probe software
  • Oracle PeopleSoft
  • Red Hat Enterprise Linux
  • Network addressable storage NAS software
  • Quest Erwin Data Modeler
  • Tcpdump
  • IBM Notes
  • IBM Tivoli software
  • KornShell
  • Nova (Amazon)
  • Microsoft Windows Server
  • Microsoft Access
  • Red Hat WildFly
  • SAP Crystal Reports
  • Element management software
  • IBM Cognos Impromptu
  • Atlassian Confluence
  • Snort
  • Lovable.dev
  • Network traffic flow monitoring and analysis software
  • Packet tracing software
  • PostgreSQL
  • Operating system process control software
  • Intrusion prevention system IPS
  • Dynamic host configuration protocol DHCP
  • Microsoft Office software
  • Mistral (Mistral AI)
  • OpenService Open NerveCenter
  • Requirements management software
  • Skype
  • Root kit detection software
  • Microsoft Windows Sysprep
  • Gemini Code Assist
  • Quest Foglight
  • Microsoft Teams
  • SAP software
  • Dartware InterMapper
  • IBM Domino
  • AJAX
  • Password management software
  • Microsoft Azure software
  • Database software
  • Supervisory control and data acquisition SCADA software
  • Google Sites
  • Border Gateway Protocol BGP
  • Codeium
  • Network and application load and performance testing software
  • Claude (Anthropic)
  • ServiceNow
  • Apache Spark
  • IBM WebSphere
  • Microsoft Visual Basic for Applications VBA
  • Oracle Taleo
  • Encryption software
  • Microsoft .NET Framework
  • Mistral AI (chat/models)
  • jQuery
  • NoSQL
  • Bolt.new
  • Apache HTTP Server
  • Google Antigravity
  • Network modeling, mapping, and analysis software
  • Apache Ant
  • Voice over internet protocol VoIP system software
  • Ubuntu
  • Security incident management software
  • Microsoft PowerShell
  • Common business oriented language COBOL
  • Oracle Java
  • Apache Cassandra
  • Access management software
  • Microsoft SQL Server
  • Chef
  • Apache Maven
  • Go
  • SAP Business Objects
  • Microsoft Exchange
  • Apache Solr
  • Gemini (Google)
  • Adobe Dreamweaver
  • Apache Hive
  • Adexa eGPS Suite
  • System and data disaster recovery software
  • Mac HelpMate
  • Honeypot
  • Diagramming software
  • Microsoft Excel
  • Microsoft Active Directory
  • NetSuite ERP
  • Amazon Simple Storage Service S3
  • Veritas NetBackup
  • Virtual private networking VPN software
  • Ansible software
  • Network intrusion prevention systems NIPS
  • Atlassian Bamboo
  • Network and system vulnerability assessment software
  • Computer system diagnostics software
  • Citrix cloud computing software
  • C
  • Oracle Primavera Enterprise Project Portfolio Management
  • Ruby on Rails
  • C#
  • Hewlett-Packard HP Network Node Manager
  • Command interpreters
  • Systems integration software
  • Ping Identity
  • Network address management software
  • Apache Pig
  • Computer based training software
  • Ethereal
  • Help desk software
  • Microsoft PowerPoint
  • Dassault Systemes CATIA
  • Devin (Cognition AI)
  • Hibernate ORM
  • Patch and update management software
  • Bash
  • Network, server and operating system optimization software
  • v0 by Vercel
  • Apache Hadoop
  • Oracle Net Manager
  • Enterprise resource planning ERP software
  • Oracle E-Business Suite Financials
  • Microsoft Project
  • Shell script
  • Network and component performance analysis software
  • Root cause analysis software
  • Oracle JDBC
  • Adobe ActionScript
  • Elasticsearch
  • Amazon Elastic Compute Cloud EC2
  • UNIX Shell
  • Quest BigBrother
  • Microsoft SharePoint
  • JavaScript Object Notation JSON
  • LAMP Stack
  • Oracle Database
  • Dynamic hypertext markup language DHTML
  • StataCorp Stata
  • Perforce Helix software
  • VMware
  • Django
  • Relational database management software
  • Micromuse NetCool
  • JavaScript
  • MySQL
  • Network documentation software
  • Management information base MIB software
  • Oracle WebLogic Server
  • Drupal
  • UNIX
  • GitHub
  • Domain name system DNS
  • MongoDB
  • IBM Director
  • Oracle Fusion Middleware
  • Puppet
  • Linux
  • Eclipse IDE
  • Microsoft ASP.NET Core MVC
  • Apache Struts
  • Remote monitoring software
  • IBM NetView
  • Customer information control system CICS
  • Configuration management software
  • Novell NetWare Management Station
  • Virtual local area network management software
  • Ruby
  • Docker
  • Enterprise application integration EAI software
  • Amazon CodeWhisperer
  • Extensible hypertext markup language XHTML
  • IBM Power Systems software
  • Hypertext markup language HTML
  • Storage area network SAN software
  • NortonLifeLock cybersecurity software
  • Automated installation software
  • LogMatrix NerveCenter
  • Delphi Technology
  • Oracle PL/SQL
  • Microsoft Visual Studio
  • Apple macOS
  • Cursor AI
  • Oracle JD Edwards EnterpriseOne
  • Apache Groovy
  • Swift
  • Citrix XenApp
  • Open source routing protocols OSPF
  • Red Hat OpenShift
  • Oracle Fusion Applications
  • MicroStrategy
  • Python
  • Microsoft Publisher
  • Mainframe computers
  • Wire crimpers
  • Powerline monitors
  • Cable verifiers
  • Tape libraries
  • Optical time domain reflectometers OTDR
  • Notebook computers
  • Punchdown tools
  • Power meters
  • Screwdrivers
  • Asynchronous transfer mode ATM analyzers
  • Optical spectrum analyzers
  • Desktop computers
  • Load balancers
  • Redundant array of independent disks RAID systems
  • Computer tool kits
  • Protocol analyzers
  • T-Birds
  • Synchronous optical network SONET analyzers
  • Bit error rate testers BERT
  • Network analyzers
  • Communications analyzers
  • Network switches

Alternative Job Titles