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Automation Risk Analysis

Will “Data Warehouse Architect” be Automated?

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AI Exposure Risk

62%

“Data Warehouse 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%

“Data Warehouse 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

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

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

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

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

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

  • Identify and correct deviations from database development standards.

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

  • 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.

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

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

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

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

  • Create and enforce database development standards.

  • Develop and document database architectures.

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

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

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

  • 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.

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

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

Technologies & Software

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