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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

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

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

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

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

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

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

  • 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.

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

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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