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Automation Risk Analysis

Will “DBMS Specialist (Database Management System Specialist)” be Automated?

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AI Exposure Risk

62%

“DBMS Specialist (Database Management System Specialist)” 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%

“DBMS Specialist (Database Management System Specialist)” 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

  • Train users and answer questions.

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

  • Document and communicate database schemas, using accepted notations.

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

  • 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.

  • 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.

  • Provide technical support to junior staff or clients.

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

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

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

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

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

  • Develop and document database architectures.

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

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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

  • Create and enforce database development standards.

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

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

Technologies & Software

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