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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

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

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

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

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

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

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

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

  • Maintain an inventory of parts for emergency repairs.

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

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

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

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

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

  • Train people in computer system use.

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

  • Perform data backups and disaster recovery operations.

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

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

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

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

Technologies & Software

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

Alternative Job Titles