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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

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

  • Create and enforce database development standards.

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

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

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

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

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

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

  • Develop and document database architectures.

  • 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.

  • 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.

  • Document and communicate database schemas, using accepted notations.

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

  • Train users and answer questions.

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

  • Identify and correct deviations from database development standards.

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

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

Technologies & Software

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