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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

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

  • Document and communicate database schemas, using accepted notations.

  • Train users and answer questions.

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

  • Create and enforce database development standards.

  • 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 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.

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

  • 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.

  • Identify and correct deviations from database development standards.

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

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

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

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

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

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

  • Develop and document database architectures.

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

  • 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.

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

  • Provide technical support to junior staff or clients.

Technologies & Software

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