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

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

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

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

  • Develop and document database architectures.

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

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

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

  • Train users and answer questions.

  • Create and enforce database development standards.

  • 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.

  • 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.

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

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

  • Provide technical support to junior staff or clients.

  • Document and communicate database schemas, using accepted notations.

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

  • 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.

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

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

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

  • Identify and correct deviations from database development standards.

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

Technologies & Software

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