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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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

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

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

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

  • 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.

  • Test changes to database applications or systems.

  • 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.

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

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

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

Technologies & Software

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