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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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

  • 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.

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

  • 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.

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

  • 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.

  • Test changes to database applications or systems.

  • Train users and answer questions.

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

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

Technologies & Software

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