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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

  • Document and communicate database schemas, using accepted notations.

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

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

  • 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.

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

  • Create and enforce database development standards.

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

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

  • Identify and correct deviations from database development standards.

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

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

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

  • 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.

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

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

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

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

  • Develop and document database architectures.

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

  • 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.

Technologies & Software

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