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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

  • Maintain an inventory of parts for emergency repairs.

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

  • 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.

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

  • Train people in computer system use.

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

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

  • 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.

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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

Alternative Job Titles