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Automation Risk Analysis

Will “Database Design Analyst” be Automated?

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AI Exposure Risk

62%

“Database Design Analyst” 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 Design Analyst” 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

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

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

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

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

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

  • Train users and answer questions.

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

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

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

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

  • Test changes to database applications or systems.

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

  • 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.

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

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

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

Technologies & Software

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