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Automation Risk Analysis

Will “Cloud Infrastructure Architect” be Automated?

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AI Exposure Risk

62%

“Cloud Infrastructure 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 Infrastructure 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

  • 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.

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

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

  • Provide technical support to junior staff or clients.

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

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

  • Identify and correct deviations from database development standards.

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

  • Document and communicate database schemas, using accepted notations.

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

  • 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.

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

  • Train users and answer questions.

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

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

  • Develop and document database architectures.

  • 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.

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

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

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

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

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

Technologies & Software

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