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Automation Risk Analysis

Will “Database Analyst” be Automated?

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AI Exposure Risk

62%

“Database 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 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

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

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

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

  • 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.

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

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

  • Train users and answer questions.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

Technologies & Software

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