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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

27%

“Data Recovery Planner” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Architects, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Design strategies for enterprise databases, data warehouse systems, and multidimensional networks. Set standards for database operations, programming, query processes, and security. Model, design, and construct large relational databases or data warehouses. Create and optimize data models for warehouse infrastructure and workflow. Integrate new systems with existing warehouse structure and refine system performance and functionality.

Avg. Annual Salary $142,620
Avg. Hourly Wage $68.57
Available Jobs (US) 64,770
Job Title & Hierarchy Code (SOC) Database Architects #15-1243
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Architects”

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Core Skills & Abilities

  • Identify and correct deviations from database development standards.

  • Set up database clusters, backup, or recovery processes.

  • Provide technical support to junior staff or clients.

  • Establish and calculate optimum values for database parameters, using manuals and calculators.

  • Design database applications, such as interfaces, data transfer mechanisms, global temporary tables, data partitions, and function-based indexes to enable efficient access of the generic database structure.

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

  • Train users and answer questions.

  • Develop methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.

  • Develop data models for applications, metadata tables, views or related database structures.

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

  • Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.

  • Demonstrate database technical functionality, such as performance, security and reliability.

  • Develop or maintain archived procedures, procedural codes, or queries for applications.

  • Create and enforce database development standards.

  • Develop and document database architectures.

  • Develop database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.

  • Document and communicate database schemas, using accepted notations.

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

  • Design databases to support business applications, ensuring system scalability, security, performance, and reliability.

  • Develop load-balancing processes to eliminate down time for backup processes.

  • Work as part of a project team to coordinate database development and determine project scope and limitations.

  • Review project requests describing database user needs to estimate time and cost required to accomplish project.

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

  • Develop data model describing data elements and their use, following procedures and using pen, template or computer software.

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

Technologies & Software

  • Catalog navigation software
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  • SAS Data Integration Studio
  • Apple macOS
  • SAP Adaptive Server Enterprise
  • Hewlett Packard HP-UX
  • Microsoft PowerShell
  • Microsoft Outlook
  • Google Antigravity
  • CA Easytrieve Report Generator
  • Apache Struts
  • Microsoft Dynamics
  • Adeptia ETL Suite
  • Application server software
  • MySQL
  • Chef
  • Gemini (Google)
  • Amazon Web Services AWS CloudFormation
  • Encryption software
  • Qwen (Alibaba)
  • Relational database management system software
  • Oracle Recovery Manager
  • Apache Kafka
  • Shell script
  • WisdomForce DatabaseSync System
  • Amazon Web Services AWS software
  • Data mapping software
  • Oracle Migration Workbench
  • Microsoft Excel
  • Go
  • Microsoft Visual Basic Scripting Edition VBScript
  • Oracle Real Application Cluster RAC
  • IBM Power Systems software
  • Amazon Elastic Compute Cloud EC2
  • AJAX
  • Backbone.js
  • Talend Data Fabric
  • Informatica PowerCenter
  • BMC Software Recovery Manager RMAN
  • Cascading style sheets CSS
  • Git
  • Mistral AI (chat/models)
  • Puppet
  • ASG Technologies ASG-Zeke
  • Hewlett Packard LoadRunner
  • Deployment software
  • Microsoft Power BI
  • LAMP Stack
  • Microsoft Windows Server
  • Amazon Redshift
  • Informatica Corporation PowerCenter
  • Data manipulation language DML
  • Atlassian Bamboo
  • Oracle Fusion Middleware
  • Database capacity planning software
  • Oracle PeopleSoft Financials
  • Docker
  • Apache Solr
  • Hypertext markup language HTML
  • Coglin Mill RODIN
  • Mistral (Mistral AI)
  • StataCorp Stata
  • Integrated development environment IDE software
  • Microsoft Project
  • Redgate SQL Server
  • Safe Software FME
  • IBM DB2
  • Nearpod
  • Microsoft PowerPoint
  • Talend Open Studio
  • Oracle Application Server
  • C++
  • JavaScript Object Notation JSON
  • Enterprise JavaBeans
  • Django
  • Microsoft Publisher
  • jQuery
  • Codeium
  • Data transformation services DTS software
  • Microsoft ASP.NET Core MVC
  • IBM Rational System Architect
  • NortonLifeLock cybersecurity software
  • Atlassian JIRA
  • JavaScript
  • Grok (xAI)
  • PostgreSQL
  • Storage management software
  • Linux
  • DOS shell script
  • Oracle JD Edwards EnterpriseOne
  • UNIX
  • Access management software
  • Perl
  • GitHub Copilot
  • Gemini Code Assist
  • Apache Maven
  • Oracle SQL Plus
  • Apache Oozie
  • IBM ADSTAR
  • Object database management system ODBMS
  • Altova MapForce
  • Skype
  • KornShell
  • Red Hat Enterprise Linux
  • 3M Post-it App
  • Apache Mahout
  • MapR Converged Data Platform
  • React
  • IBM AIX
  • Python
  • Extensible markup language XML
  • Microsoft Exchange
  • Red Hat WildFly
  • Operating system software
  • Scala
  • Drupal
  • v0 by Vercel
  • Virtual private networking VPN software
  • Data Recovery Software SQL Server Data Recovery
  • Swift
  • Quest Erwin Data Modeler
  • IBM Interactive System Productivity Facility ISPF
  • Atlassian Confluence
  • Bolt.new
  • Ext JS
  • IBM Notes
  • Google Docs
  • Autodesk Revit
  • Scriptella
  • Oracle Business Intelligence Enterprise Edition
  • Apache Avro
  • Data validation software
  • Google Angular
  • IBM Content Manager
  • SAP Business Objects
  • CA Technologies ERWin Data Modeler
  • HiT Software Allora
  • Teradata Active Enterprise Data Warehouse
  • Micosoft SQL Server Analysis Services SSAS
  • Quest SQL Optimizer for Oracle
  • Microsoft Visio
  • Nova (Amazon)
  • Advanced business application programming ABAP
  • Ansible software
  • Microsoft Office software
  • Microsoft Azure software
  • Spring Framework
  • Spring Boot
  • Amazon Kinesis
  • Jitterbit
  • Oracle Golden Gate
  • Multidimensional Expressions MDX
  • Flat File Checker
  • MariaDB
  • Google Sites
  • Apache Flume
  • Node.js
  • Nagios
  • Data modeling software
  • Customer information control system CICS
  • IBM SPSS Statistics
  • Microsoft Visual C# .NET
  • Oracle Hyperion
  • Oracle SQL Loader
  • SAP PowerDesigner
  • IBM WebSphere
  • Perforce Helix software
  • Extensible hypertext markup language XHTML
  • Oracle Primavera Enterprise Project Portfolio Management
  • Quest SharePlex
  • Ruby on Rails
  • MicroStrategy
  • GitHub
  • Dynamic hypertext markup language DHTML
  • DeepSeek
  • NoSQL
  • Apache Tomcat
  • Database testing software
  • Tableau
  • IBM Domino
  • Database security software
  • Data definition language DDL
  • Blackboard software
  • Cursor AI
  • ESRI ArcGIS software
  • Citrix cloud computing software
  • LexisNexis
  • Snowflake
  • IBM Cognos Impromptu
  • Microsoft .NET Framework
  • Unified modeling language UML
  • Apache Cassandra
  • Oracle Solaris
  • C
  • Apache HBase
  • ChatGPT (OpenAI)
  • Storage area network SAN software
  • ADO.NET
  • Llama (Meta)
  • Transact-SQL
  • UNIX Shell
  • Apache Groovy
  • Google Drive
  • Zabbix
  • Couchbase Server
  • Microsoft ActiveX
  • R
  • Talend Big Data Integration
  • Oracle PeopleSoft
  • Apache Spark
  • Bash
  • Microsoft Dynamics GP
  • Claude (Anthropic)
  • Apache Sqoop
  • Ellucian Banner ERP
  • Oracle Jdeveloper
  • Microsoft Visual Basic for Applications VBA
  • Salesforce software
  • Concurrency control software
  • Oracle Eloqua
  • Oracle PL/SQL
  • Interface Computers Data Loader
  • Computer Associates Log Analyzer
  • Kimi (Moonshot AI)
  • Jupyter Notebook
  • IBM InfoSphere DataStage
  • Microsoft Visual Basic
  • Oracle Data Integrator
  • Greenplum Database
  • Embarcadero Technologies DBArtisan
  • PHP
  • Oracle WebLogic Server
  • Microsoft Windows
  • MongoDB
  • Cisco IOS
  • Veritas NetBackup
  • Microsoft Access
  • SAS
  • Microsoft Visual Studio
  • Amazon Simple Storage Service S3
  • Splunk Enterprise
  • Amazon CodeWhisperer
  • McAfee
  • Database design software
  • Blackbaud The Raiser's Edge
  • Amazon DynamoDB
  • Test data generator software
  • Intel Data Migration Software
  • Cluster server software
  • Database management systems
  • IBM Informix
  • Devin (Cognition AI)
  • Perl shell
  • SolarWinds
  • Prolog
  • SMSi Twister Data Integrator
  • Restructured extended executor REXX
  • Microsoft Active Server Pages ASP
  • Cisco Webex
  • FileMaker Pro
  • Systems and data disaster recovery software
  • Apache Pig
  • Oracle Java
  • C#
  • Oracle JavaServer Pages JSP
  • SAP Crystal Reports
  • Eclipse IDE
  • Apache Hive
  • Elasticsearch
  • Infobright Community Edition ICE
  • VMware
  • Informatica software
  • SAP software
  • SentryOne SQL Sentry
  • Microsoft SQL Server Reporting Services SSRS
  • The MathWorks MATLAB
  • Visual Paradigm DB Visual ARCHITECT
  • Cloudera Impala
  • Oracle SQL Developer
  • Common business oriented language COBOL
  • Apache HTTP Server
  • Oracle Fusion Applications
  • IBM InfoSphere Warehouse
  • Informatica Big Data
  • BMC Software Control-M
  • ReCrystallize Crystal Reports
  • Rapid-I RapidMiner
  • LogMeIn GoToWebinar
  • Microsoft ASP.NET
  • Microsoft SharePoint
  • Qlik Tech QlikView
  • Database cloning software
  • Apache Hadoop
  • Microsoft Word
  • Oracle Data Guard
  • C shell
  • JUnit
  • Structured query language SQL
  • Apache Subversion SVN
  • Oracle JDBC
  • Google Analytics
  • Apache Airflow
  • Apatar
  • HP DataProtector
  • Ubuntu
  • LogMeIn GoToMeeting
  • Red Hat Ansible Engine
  • Red Hat OpenShift
  • Oracle Reports
  • Ruby
  • Job control language JCL
  • Google Meet
  • Quest Central
  • Lovable.dev
  • Epic Systems
  • CloverETL
  • Microsoft SQL Server Integration Services SSIS
  • Relational database management software
  • Index tuning software
  • Apache Ant
  • Geographic information system GIS software
  • BMC Software Change Manager
  • Oracle Enterprise Manager
  • Selenium
  • SAP Replication Server
  • Acronis Recovery Expert
  • Oracle Application Express APEX
  • Oracle Designer
  • SAP PowerBuilder
  • Data dictionary software
  • Adobe Dreamweaver
  • Teradata Database
  • Wireshark
  • Microsoft Visual Basic.NET
  • Pentaho Kettle
  • Minitab
  • CA IDMS
  • Oracle Database
  • Perplexity AI
  • IBM Rational Data Architect
  • Hibernate ORM
  • Ab Initio
  • Oracle Enterprise Manager Cloud Control
  • Adobe Acrobat
  • Microsoft SQL Server
  • EMC NetWorker
  • Tabnine
  • Hard disk drives
  • Laser facsimile machines
  • Tape libraries
  • Personal computers
  • Copy machines
  • Notebook computers
  • Mainframe computers
  • Load balancers
  • Desktop computers
  • Redundant array of independent disks RAID systems