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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

  • Identify and correct deviations from database development standards.

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

  • Provide technical support to junior staff or clients.

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

  • 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.

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

  • Train users and answer questions.

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

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

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

  • Create and enforce database development standards.

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

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

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

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

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

  • Develop and document database architectures.

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

Technologies & Software

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