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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

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

  • 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.

  • 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.

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

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

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

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

  • Train users and answer questions.

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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