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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

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

  • 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.

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

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

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

  • Create and enforce database development standards.

  • Provide technical support to junior staff or clients.

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

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

  • 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.

  • Train users and answer questions.

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

  • 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.

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

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

  • Document and communicate database schemas, using accepted notations.

  • 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.

  • Develop and document database architectures.

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

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

Technologies & Software

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