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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

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

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

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

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

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

  • 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.

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

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

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

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

Technologies & Software

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