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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

  • 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.

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

  • Train users and answer questions.

  • Test changes to database applications or systems.

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

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

  • 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.

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

  • 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.

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

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

  • 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.

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

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

Technologies & Software

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