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Automation Risk Analysis

Will “Infrastructure Architect” be Automated?

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AI Exposure Risk

62%

“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%

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

  • Train users and answer questions.

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

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

  • Create and enforce database development standards.

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

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

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

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

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

  • Develop and document database architectures.

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

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

  • 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.

  • Identify and correct deviations from database development standards.

  • Document and communicate database schemas, using accepted notations.

  • Provide technical support to junior staff or clients.

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

  • 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.

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

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

  • 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.

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

Technologies & Software

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