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Automation Risk Analysis

Will “Systems Administrator (Systems Admin)” be Automated?

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AI Exposure Risk

62%

“Systems Administrator (Systems Admin)” 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 62% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

32%

“Systems Administrator (Systems Admin)” 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 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Train users and answer questions.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Provide technical support to junior staff or clients.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Write and code logical and physical database descriptions and specify identifiers of database to management system, or direct others in coding descriptions.

  • Plan and install upgrades of database management system software to enhance database performance.

  • Revise company definition of data as defined in data dictionary.

  • Specify users and user access levels for each segment of database.

  • Review procedures in database management system manuals to make changes to database.

  • Test changes to database applications or systems.

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

  • Test programs or databases, correct errors, and make necessary modifications.

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Identify and evaluate industry trends in database systems to serve as a source of information and advice for upper management.

  • Identify, evaluate and recommend hardware or software technologies to achieve desired database performance.

  • Select and enter codes to monitor database performance and to create production databases.

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

Technologies & Software

  • Lovable.dev
  • PHP
  • SAP Adaptive Server Enterprise
  • Google Analytics
  • Python
  • Quest Erwin Data Modeler
  • KornShell
  • IBM Rational Data Architect
  • CA Easytrieve Report Generator
  • SAP software
  • Fund accounting software
  • ESRI ArcGIS software
  • Storage area network SAN software
  • Microsoft Visual Basic.NET
  • Backbone.js
  • Bash
  • Cluster server software
  • PostgreSQL
  • Perforce Helix software
  • Virtual private networking VPN software
  • Microsoft Visio
  • Nearpod
  • Tableau
  • Apache Subversion SVN
  • Microsoft Visual C# .NET
  • Devin (Cognition AI)
  • LexisNexis
  • Visual Paradigm DB Visual ARCHITECT
  • Advanced business application programming ABAP
  • Delphi Technology
  • Amazon CodeWhisperer
  • Microsoft Azure Data Factory
  • Database software
  • Restructured extended executor REXX
  • Selenium
  • PySpark
  • Amazon Data Pipeline
  • Unified modeling language UML
  • Microsoft Power BI
  • Encryption software
  • DeepSeek
  • Microsoft Visual Basic for Applications VBA
  • Microsoft SQL Server
  • Microsoft Visual Basic
  • Oracle WebLogic Server
  • Qwen (Alibaba)
  • Microsoft Excel
  • IBM DB2
  • Microsoft Publisher
  • EMC NetWorker
  • Oracle Hyperion
  • IBM Interactive System Productivity Facility ISPF
  • Claude (Anthropic)
  • Microsoft Word
  • Access management software
  • Oracle PeopleSoft Financials
  • Quest Central
  • Hewlett Packard LoadRunner
  • Grok (xAI)
  • Oracle SQL Developer
  • Dassault Systemes CATIA
  • Operating system software
  • Data modeling software
  • Mistral (Mistral AI)
  • UNIX
  • Apple macOS
  • Qlik Tech QlikView
  • Data mapping software
  • Safe Software FME
  • Minitab
  • Marketo Marketing Automation
  • Redgate SQL Server
  • NoSQL
  • NortonLifeLock cybersecurity software
  • Pentaho Kettle
  • Geographic information system GIS software
  • Transact-SQL
  • Microsoft Visual Studio
  • MongoDB
  • Job control language JCL
  • Amazon Elastic Compute Cloud EC2
  • Adobe Dreamweaver
  • Extensible markup language XML
  • Microsoft PowerShell
  • jQuery
  • LogMeIn GoToWebinar
  • Microsoft ActiveX
  • Hewlett Packard HP-UX
  • Epic Systems
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle JDBC
  • Hypertext markup language HTML
  • Atlassian Bamboo
  • IBM InfoSphere DataStage
  • The MathWorks MATLAB
  • Microsoft Project
  • JUnit
  • GitHub Copilot
  • C#
  • SolarWinds
  • Eclipse IDE
  • Cisco Webex
  • R
  • Perplexity AI
  • Informatica Corporation PowerCenter
  • C++
  • Quest SharePlex
  • Veritas NetBackup
  • MicroStrategy
  • Ellucian Banner ERP
  • Oracle Enterprise Manager Cloud Control
  • IBM Informix
  • Django
  • DOS shell script
  • Nagios
  • Oracle Real Application Cluster RAC
  • FileMaker Pro
  • Oracle Fusion Applications
  • Apache Groovy
  • Oracle Taleo
  • Database design software
  • Docker
  • Apache Hadoop
  • BMC Software Change Manager
  • Tabnine
  • Catalog navigation software
  • Relational database management system software
  • Wireshark
  • Data validation software
  • Red Hat Ansible Engine
  • Oracle Enterprise Manager
  • Atlassian JIRA
  • Data definition language DDL
  • GitHub
  • Extensible hypertext markup language XHTML
  • IBM Power Systems software
  • JavaScript
  • Oracle PL/SQL
  • Skype
  • Systems and data disaster recovery software
  • Spring Boot
  • Apache Mahout
  • Apache Struts
  • Cascading style sheets CSS
  • Salesforce software
  • Object database management system ODBMS
  • Data manipulation language DML
  • Gemini Code Assist
  • C
  • Ubuntu
  • Gemini (Google)
  • Data transformation services DTS software
  • Greenplum Database
  • Microsoft Active Server Pages ASP
  • Database testing software
  • Hibernate ORM
  • VMware
  • Autodesk Revit
  • Microsoft ASP.NET
  • BMC Software Recovery Manager RMAN
  • Go
  • Amazon Simple Storage Service S3
  • Citrix cloud computing software
  • Ruby on Rails
  • Ab Initio
  • Microsoft Azure software
  • AJAX
  • SAP Replication Server
  • SAP PowerBuilder
  • Google Antigravity
  • Snowflake
  • Teradata Database
  • LAMP Stack
  • Zabbix
  • Apache Maven
  • Microsoft .NET Framework
  • Oracle Fusion Middleware
  • Puppet
  • Database security software
  • Dynamic hypertext markup language DHTML
  • LogMeIn GoToMeeting
  • Oracle Solaris
  • Bolt.new
  • v0 by Vercel
  • Oracle SQL Plus
  • Oracle Data Guard
  • Amazon Web Services AWS CloudFormation
  • Database capacity planning software
  • Ansible software
  • SAP Crystal Reports
  • Amazon Redshift
  • Oracle Business Intelligence Enterprise Edition
  • Google Meet
  • Informatica software
  • Nova (Amazon)
  • Linux
  • Red Hat Enterprise Linux
  • Red Hat WildFly
  • Jupyter Notebook
  • Oracle Primavera Enterprise Project Portfolio Management
  • Enterprise JavaBeans
  • Apache Cassandra
  • Drupal
  • Index tuning software
  • Microsoft Visual Basic Scripting Edition VBScript
  • Acronis Recovery Expert
  • Oracle Golden Gate
  • Microsoft ASP.NET Core MVC
  • Swift
  • Atlassian Confluence
  • Codeium
  • Microsoft SharePoint
  • Node.js
  • CA IDMS
  • Microsoft Windows Server
  • HP DataProtector
  • ADO.NET
  • Ruby
  • IBM Cognos Impromptu
  • Couchbase Server
  • JavaScript Object Notation JSON
  • MapR Converged Data Platform
  • Oracle Eloqua
  • Scala
  • SAP Business Objects
  • Shell script
  • Chef
  • IBM WebSphere
  • Oracle Database
  • Concurrency control software
  • Teradata Active Enterprise Data Warehouse
  • Apache HTTP Server
  • Red Hat OpenShift
  • IBM ADSTAR
  • Google Angular
  • Microsoft SQL Server Integration Services SSIS
  • Blackbaud The Raiser's Edge
  • Integrated development environment IDE software
  • Salesforce Visualforce
  • Spring Framework
  • Apache Airflow
  • Structured query language SQL
  • Microsoft Access
  • Llama (Meta)
  • Apache Ant
  • Blackboard software
  • ChatGPT (OpenAI)
  • Database cloning software
  • Data dictionary software
  • Supervisory control and data acquisition SCADA software
  • Apache Hive
  • MariaDB
  • Computer Associates Log Analyzer
  • Oracle PeopleSoft
  • Amazon DynamoDB
  • Customer information control system CICS
  • Informatica Big Data
  • Apache Tomcat
  • Microsoft Dynamics
  • Elasticsearch
  • Microsoft Office software
  • StataCorp Stata
  • Microsoft Outlook
  • Amazon Web Services AWS software
  • Cursor AI
  • Microsoft Exchange
  • Human resource management software HRMS
  • Microsoft Dynamics GP
  • Apache Kafka
  • Computer based training software
  • Perl
  • IBM SPSS Statistics
  • Deployment software
  • Oracle Java
  • SentryOne SQL Sentry
  • Microsoft PowerPoint
  • SAS
  • Oracle E-Business Suite Financials
  • Common business oriented language COBOL
  • Embarcadero Technologies DBArtisan
  • Apache Sqoop
  • Oracle SQL Loader
  • Oracle JD Edwards EnterpriseOne
  • UNIX Shell
  • Apache Spark
  • IBM Domino
  • ReCrystallize Crystal Reports
  • Microsoft Windows
  • Prolog
  • Splunk Enterprise
  • Oracle JavaServer Pages JSP
  • Oracle Application Express APEX
  • Storage management software
  • Apache Solr
  • Ext JS
  • NetSuite ERP
  • Git
  • McAfee
  • Apache Pig
  • Oracle Designer
  • IBM Notes
  • ASG Technologies ASG-Zeke
  • Test data generator software
  • BMC Software Control-M
  • Oracle Learning Management
  • Kimi (Moonshot AI)
  • Relational database management software
  • Mistral AI (chat/models)
  • Micosoft SQL Server Analysis Services SSAS
  • Oracle Reports
  • MySQL
  • Tape libraries
  • Desktop computers
  • Hard disk drives
  • Mainframe computers
  • Redundant array of independent disks RAID systems
  • Notebook computers