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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 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 changes to database applications or systems.

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

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

  • Provide technical support to junior staff or clients.

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

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

  • 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 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.

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

  • 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.

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

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

  • Train users and answer questions.

Technologies & Software

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