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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

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

  • Train users and answer questions.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

  • Create and enforce database development standards.

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

  • Develop and document database architectures.

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

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

  • Identify and correct deviations from database development standards.

  • 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 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.

Technologies & Software

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