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Automation Risk Analysis

Will “Database Consultant” be Automated?

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AI Exposure Risk

62%

“Database Consultant” 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 Consultant” 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

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

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

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

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

  • Train users and answer questions.

  • Develop and document database architectures.

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

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

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

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

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

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

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

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

  • Create and enforce database development standards.

  • Identify and correct deviations from database development standards.

  • 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.

  • Provide technical support to junior staff or clients.

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

Technologies & Software

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