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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

  • 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.

  • Train users and answer questions.

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

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

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

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

  • 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.

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

  • Provide technical support to junior staff or clients.

Technologies & Software

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