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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.

  • Test changes to database applications or systems.

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

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

  • Train users and answer questions.

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

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

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

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

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

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

  • 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.

  • 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.

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

Technologies & Software

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