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Automation Risk Analysis

Will “Cloud Architect” be Automated?

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AI Exposure Risk

62%

“Cloud Architect” 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%

“Cloud Architect” 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

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

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

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

  • Create and enforce database development standards.

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

  • Develop and document database architectures.

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

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

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

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

  • 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.

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

  • 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.

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

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

  • Train users and answer questions.

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

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

  • Identify and correct deviations from database development standards.

  • Provide technical support to junior staff or clients.

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

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

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

  • Document and communicate database schemas, using accepted notations.

Technologies & Software

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