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Automation Risk Analysis

Will “Enterprise Data Architect” be Automated?

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AI Exposure Risk

62%

“Enterprise Data 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%

“Enterprise Data 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

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

  • Train users and answer questions.

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

  • Develop and document database architectures.

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

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

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

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

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

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

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

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

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

  • Create and enforce database development standards.

  • Document and communicate database schemas, using accepted notations.

  • Identify and correct deviations from database development standards.

  • 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.

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

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

Technologies & Software

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