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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

  • 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.

  • Develop and document database architectures.

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

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

  • Train users and answer questions.

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

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

  • Document and communicate database schemas, using accepted notations.

  • Provide technical support to junior staff or clients.

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

  • 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.

  • Identify and correct deviations from database development standards.

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

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

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

  • Create and enforce database development standards.

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

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

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

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

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

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

Technologies & Software

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