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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

  • Create and enforce database development standards.

  • Train users and answer questions.

  • Identify and correct deviations from database development standards.

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

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

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

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

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

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

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

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

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

  • 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.

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

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

  • 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 and document database architectures.

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

Technologies & Software

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