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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

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

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

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

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

  • Train users and answer questions.

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

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

  • Test changes to database applications or systems.

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

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

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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