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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

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

  • Train users and answer questions.

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

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

  • Test changes to database applications or systems.

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

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

  • 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.

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

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

  • Provide technical support to junior staff or clients.

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

  • 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.

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

  • 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.

Technologies & Software

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