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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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

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

  • Train users and answer questions.

  • 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.

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

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

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

  • 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.

Technologies & Software

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