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Automation Risk Analysis

Will “Database Developer” be Automated?

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AI Exposure Risk

62%

“Database Developer” 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 Developer” 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

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

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

  • Train users and answer questions.

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

  • Test changes to database applications or systems.

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

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

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

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

  • 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.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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