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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

  • Identify and correct deviations from database development standards.

  • Develop and document database architectures.

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

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

  • Document and communicate database schemas, using accepted notations.

  • Train users and answer questions.

  • 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.

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

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

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

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

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

  • Create and enforce database development standards.

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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

  • 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.

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

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

Technologies & Software

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