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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

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

  • 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.

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

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

  • 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.

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

Technologies & Software

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