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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.

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

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

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

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

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

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

  • Test changes to database applications or systems.

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

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

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

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

  • 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.

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

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

Technologies & Software

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