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Automation Risk Analysis

Will “Internet Database Specialist” be Automated?

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AI Exposure Risk

62%

“Internet Database 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%

“Internet Database 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

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

  • Identify and correct deviations from database development standards.

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

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

  • Document and communicate database schemas, using accepted notations.

  • 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.

  • Develop and document database architectures.

  • 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.

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

  • 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.

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

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

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

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

  • Create and enforce database development standards.

  • Train users and answer questions.

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

Technologies & Software

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