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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

  • 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.

  • 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.

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

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

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

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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • Develop and document database architectures.

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

  • Create and enforce database development standards.

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

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

  • 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.

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

  • Train users and answer questions.

  • Identify and correct deviations from database development standards.

  • 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.

Technologies & Software

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