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Automation Risk Analysis

Will “Information Architect” be Automated?

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AI Exposure Risk

62%

“Information 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%

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

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

  • Train users and answer questions.

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

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

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

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

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

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

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

  • Create and enforce database development standards.

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

  • Document and communicate database schemas, using accepted notations.

  • Provide technical support to junior staff or clients.

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

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

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

  • Identify and correct deviations from database development standards.

  • Develop and document database architectures.

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

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

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

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

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

Technologies & Software

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