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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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

  • 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 and document database architectures.

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

  • Document and communicate database schemas, using accepted notations.

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

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

  • 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.

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

  • 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.

  • Create and enforce database development standards.

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

  • Train users and answer questions.

  • 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.

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

Technologies & Software

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