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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

  • Train people in computer system use.

  • Maintain an inventory of parts for emergency repairs.

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

  • 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.

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

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

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

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

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

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

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

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

  • Perform data backups and disaster recovery operations.

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

  • 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.

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

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

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

Technologies & Software

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

Alternative Job Titles