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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

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

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

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

  • 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 changes to database applications or systems.

  • Train users and answer questions.

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

Technologies & Software

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