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Automation Risk Analysis

Will “Database Tester” be Automated?

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AI Exposure Risk

62%

“Database Tester” 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%

“Database Tester” 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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Provide technical support to junior staff or clients.

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

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

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

  • 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.

  • 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.

  • 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.

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

Technologies & Software

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  • NetSuite ERP
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  • Node.js
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  • Safe Software FME
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  • Apache HTTP Server
  • Data dictionary software
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  • C++
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  • Transact-SQL
  • Storage area network SAN software
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  • Ubuntu
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  • Zabbix
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  • Microsoft Visual C# .NET
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  • Cursor AI
  • Oracle Eloqua
  • Extensible hypertext markup language XHTML
  • IBM SPSS Statistics
  • Apache Pig
  • Microsoft Visual Basic
  • Microsoft PowerShell
  • Microsoft Azure Data Factory
  • Kimi (Moonshot AI)
  • MySQL
  • ChatGPT (OpenAI)
  • Acronis Recovery Expert
  • Ellucian Banner ERP
  • Ext JS
  • Hypertext markup language HTML
  • Minitab
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  • Oracle JDBC
  • Amazon Data Pipeline
  • Ruby
  • Microsoft Publisher
  • Oracle SQL Developer
  • Bash
  • Relational database management software
  • PostgreSQL
  • NoSQL
  • GitHub
  • Tabnine
  • Oracle Fusion Middleware
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  • UNIX Shell
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  • Extensible markup language XML
  • Prolog
  • McAfee
  • Google Meet
  • Atlassian Confluence
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  • SAP Crystal Reports
  • Dassault Systemes CATIA
  • R
  • Shell script
  • Linux
  • ReCrystallize Crystal Reports
  • Spring Boot
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  • Jupyter Notebook
  • Ruby on Rails
  • Oracle PL/SQL
  • Visual Paradigm DB Visual ARCHITECT
  • Microsoft ASP.NET Core MVC
  • IBM Interactive System Productivity Facility ISPF
  • Oracle WebLogic Server
  • SAP Business Objects
  • Microsoft SQL Server Reporting Services SSRS
  • Backbone.js
  • Data transformation services DTS software
  • IBM InfoSphere DataStage
  • Computer Associates Log Analyzer
  • Oracle Data Guard
  • Microsoft Azure software
  • Amazon Web Services AWS CloudFormation
  • The MathWorks MATLAB
  • Blackboard software
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  • IBM WebSphere
  • PHP
  • Drupal
  • Apache Tomcat
  • Virtual private networking VPN software
  • Microsoft Dynamics GP
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  • KornShell
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  • Oracle JavaServer Pages JSP
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  • Swift
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  • Data modeling software
  • Hibernate ORM
  • Microsoft Project
  • Informatica software
  • Nagios
  • LAMP Stack
  • Microsoft Active Server Pages ASP
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  • AJAX
  • Chef
  • Dynamic hypertext markup language DHTML
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  • Integrated development environment IDE software
  • IBM Informix
  • Cisco Webex
  • Oracle Solaris
  • Customer information control system CICS
  • Git
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  • Teradata Database
  • C#
  • Restructured extended executor REXX
  • Microsoft Visual Studio
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  • Microsoft Visual Basic.NET
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  • IBM Rational Data Architect
  • Microsoft Office software
  • Mistral AI (chat/models)
  • Apache Struts
  • Database design software
  • Microsoft Windows
  • Selenium
  • Go
  • Spring Framework
  • Unified modeling language UML
  • SolarWinds
  • Oracle Business Intelligence Enterprise Edition
  • Perplexity AI
  • Microsoft Access
  • Apache Subversion SVN
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  • DeepSeek
  • UNIX
  • Apache Cassandra
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  • Gemini Code Assist
  • Nearpod
  • Epic Systems
  • Microsoft SQL Server
  • DOS shell script
  • Devin (Cognition AI)
  • Data validation software
  • Data manipulation language DML
  • Oracle PeopleSoft Financials
  • Puppet
  • Common business oriented language COBOL
  • Microsoft Outlook
  • PySpark
  • Oracle Enterprise Manager Cloud Control
  • Microsoft Power BI
  • Hewlett Packard LoadRunner
  • SAP software
  • Amazon Web Services AWS software
  • Access management software
  • Database capacity planning software
  • Microsoft Visual Basic for Applications VBA
  • GitHub Copilot
  • Eclipse IDE
  • Microsoft ActiveX
  • Oracle Enterprise Manager
  • Object database management system ODBMS
  • EMC NetWorker
  • Job control language JCL
  • Splunk Enterprise
  • Structured query language SQL
  • Google Angular
  • Database testing software
  • Couchbase Server
  • Veritas NetBackup
  • Systems and data disaster recovery software
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  • Informatica Big Data
  • Codeium
  • Apache Airflow
  • IBM ADSTAR
  • Google Antigravity
  • ADO.NET
  • Oracle Application Express APEX
  • Enterprise JavaBeans
  • Red Hat Ansible Engine
  • Bolt.new
  • v0 by Vercel
  • StataCorp Stata
  • Tableau
  • Microsoft SharePoint
  • Apache Mahout
  • Atlassian JIRA
  • Oracle Designer
  • Elasticsearch
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  • Database security software
  • Oracle SQL Loader
  • Oracle SQL Plus
  • Scala
  • Oracle JD Edwards EnterpriseOne
  • JUnit
  • Ab Initio
  • Microsoft Word
  • Apache Solr
  • Adobe Dreamweaver
  • Computer based training software
  • SentryOne SQL Sentry
  • Apache Groovy
  • Salesforce Visualforce
  • ASG Technologies ASG-Zeke
  • Skype
  • Apache Spark
  • Oracle Java
  • Human resource management software HRMS
  • Snowflake
  • IBM Cognos Impromptu
  • Quest Erwin Data Modeler
  • Apache Hadoop
  • Blackbaud The Raiser's Edge
  • MongoDB
  • Claude (Anthropic)
  • Grok (xAI)
  • Apache Hive
  • Red Hat OpenShift
  • Microsoft Exchange
  • MapR Converged Data Platform
  • Database software
  • Data definition language DDL
  • Relational database management system software
  • Embarcadero Technologies DBArtisan
  • jQuery
  • Deployment software
  • FileMaker Pro
  • Lovable.dev
  • Catalog navigation software
  • Amazon DynamoDB
  • Oracle Golden Gate
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  • Python
  • Redundant array of independent disks RAID systems
  • Hard disk drives
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