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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

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

  • Test changes to database applications or systems.

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

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

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

  • 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.

  • Train users and answer questions.

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

  • 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.

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

Technologies & Software

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