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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

  • Create and enforce database development standards.

  • 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.

  • 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.

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

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

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

  • Train users and answer questions.

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

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

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

  • Develop and document database architectures.

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

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

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

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

  • Identify and correct deviations from database development standards.

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

Technologies & Software

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