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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

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

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

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

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

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

  • Test changes to database applications or systems.

  • 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.

  • Train users and answer questions.

  • Provide technical support to junior staff or clients.

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

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

  • 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.

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

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

  • 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.

Technologies & Software

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