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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

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

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

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

  • Train users and answer questions.

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

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

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

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

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

  • Create and enforce database development standards.

  • Document and communicate database schemas, using accepted notations.

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

  • Develop and document database architectures.

  • 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.

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

  • Identify and correct deviations from database development standards.

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

Technologies & Software

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