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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

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

  • Test changes to database applications or systems.

  • Train users and answer questions.

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

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

  • 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.

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

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

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

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

Technologies & Software

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