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Automation Risk Analysis

Will “Data Architect” be Automated?

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AI Exposure Risk

62%

“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%

“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.

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

  • Develop and document database architectures.

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

  • 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.

  • Create and enforce database development standards.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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