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Automation Risk Analysis

Will “Data Recovery Planner” be Automated?

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AI Exposure Risk

62%

“Data Recovery Planner” 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 Recovery Planner” 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 data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • 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.

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

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

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

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

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

Technologies & Software

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