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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.

  • Document and communicate database schemas, using accepted notations.

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

  • 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.

  • Develop and document database architectures.

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

  • Identify and correct deviations from database development standards.

  • 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.

  • Train users and answer questions.

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

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

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

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

  • 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.

  • 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.

  • 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.

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

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

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

  • Create and enforce database development standards.

Technologies & Software

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