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Automation Risk Analysis

Will “Database Design Analyst” be Automated?

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AI Exposure Risk

62%

“Database Design Analyst” 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 Design Analyst” 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 database architectural strategies at the modeling, design and implementation stages to address business or industry requirements.

  • Identify and correct deviations from database development standards.

  • 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.

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

  • 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.

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

  • Develop and document database architectures.

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

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

  • Create and enforce database development standards.

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

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

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

  • Train users and answer questions.

  • Document and communicate database schemas, using accepted notations.

  • Provide technical support to junior staff or clients.

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

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

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

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

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

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

Technologies & Software

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