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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

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

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

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

  • Test changes to database applications or systems.

  • 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.

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

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

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

  • Train users and answer questions.

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

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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