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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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • Provide technical support to junior staff or clients.

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

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

  • Create and enforce database development standards.

  • Train users and answer questions.

  • Identify and correct deviations from database development standards.

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

  • Develop and document database architectures.

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

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

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

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

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

  • 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.

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

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

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

Technologies & Software

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