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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

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

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

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

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

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

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

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

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

  • 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.

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

  • Train users and answer questions.

  • 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.

  • Test changes to database applications or systems.

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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