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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

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

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

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

  • Develop and document database architectures.

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

  • Create and enforce database development standards.

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

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

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

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

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

  • 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.

  • 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.

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

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

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

  • Identify and correct deviations from database development standards.

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

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

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

Technologies & Software

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