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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

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

  • 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.

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

  • Identify and correct deviations from database development standards.

  • Create and enforce database development standards.

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

  • 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.

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

  • Train users and answer questions.

  • 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 and document database architectures.

Technologies & Software

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