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Automation Risk Analysis

Will “Data Storage Specialist” be Automated?

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AI Exposure Risk

62%

“Data Storage Specialist” 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%

“Data Storage Specialist” 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

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

  • 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.

  • 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.

  • 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.

  • 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.

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

  • Test changes to database applications or systems.

  • 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.

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

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

  • 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.

Technologies & Software

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