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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

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

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

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

  • 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.

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

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

  • Provide technical support to junior staff or clients.

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

  • 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.

  • 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.

Technologies & Software

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