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Automation Risk Analysis

Will “Systems Tester Admin (Systems Tester Administrator)” be Automated?

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AI Exposure Risk

62%

“Systems Tester Admin (Systems Tester Administrator)” 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%

“Systems Tester Admin (Systems Tester Administrator)” 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

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

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

  • Train users and answer questions.

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

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

  • 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.

  • Provide technical support to junior staff or clients.

  • 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.

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

  • Test changes to database applications or systems.

  • 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.

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

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

Technologies & Software

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