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Automation Risk Analysis

Will “Database Engineer” be Automated?

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AI Exposure Risk

62%

“Database Engineer” 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 Engineer” 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

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

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

  • 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.

  • 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.

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

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

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

  • 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.

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

  • Provide technical support to junior staff or clients.

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

  • 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.

  • Train users and answer questions.

Technologies & Software

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