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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

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

  • Train users and answer questions.

  • Develop and document database architectures.

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

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

  • Identify and correct deviations from database development standards.

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

  • Create and enforce database development standards.

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

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

  • Document and communicate database schemas, using accepted notations.

  • Provide technical support to junior staff or clients.

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

  • 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.

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

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

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

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

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

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

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

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

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

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

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

Technologies & Software

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