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Automation Risk Analysis

Will “Administrator (Admin)” be Automated?

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AI Exposure Risk

62%

“Administrator (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%

“Administrator (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

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

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

  • Test changes to database applications or systems.

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

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

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

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

  • 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.

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

Technologies & Software

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