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Automation Risk Analysis

Will “Knowledge Architect” be Automated?

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AI Exposure Risk

62%

“Knowledge 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%

“Knowledge 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

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

  • 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.

  • Create and enforce database development standards.

  • 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.

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

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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

  • Train users and answer questions.

  • Develop and document database architectures.

  • Provide technical support to junior staff or clients.

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

  • 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.

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

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

Technologies & Software

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