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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

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

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

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

  • Train users and answer questions.

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

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

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

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

  • 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.

  • 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.

  • 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.

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

  • 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.

  • Provide technical support to junior staff or clients.

Technologies & Software

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