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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

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

  • Test changes to database applications or systems.

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

  • 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.

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

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

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

  • 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.

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

  • 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 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.

  • Train users and answer questions.

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

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

Technologies & Software

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