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

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

  • Test changes to database applications or systems.

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

  • 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.

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

  • Train users and answer questions.

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

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

Technologies & Software

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