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Automation Risk Analysis

Will “Database Modeler” be Automated?

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AI Exposure Risk

62%

“Database Modeler” 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%

“Database Modeler” 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.

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

  • Develop and document database architectures.

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

  • 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.

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

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

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

  • 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.

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

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

  • Train users and answer questions.

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

  • 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.

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

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

  • Provide technical support to junior staff or clients.

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

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

  • Identify and correct deviations from database development standards.

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

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

Technologies & Software

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