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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

  • Provide technical support to junior staff or clients.

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

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

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

  • Train users and answer questions.

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

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

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

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

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

  • Test changes to database applications or systems.

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

  • 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.

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

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

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

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

Technologies & Software

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