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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

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

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

  • Train users and answer questions.

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

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

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

  • Test changes to database applications or systems.

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

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

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

Technologies & Software

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