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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

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

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

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

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

  • Train users and answer questions.

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

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

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

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

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

  • Test changes to database applications or systems.

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

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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