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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

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

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

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

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

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

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

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

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

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

  • 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.

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

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

  • Provide technical support to junior staff or clients.

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

  • Test changes to database applications or systems.

  • Train users and answer questions.

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

Technologies & Software

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