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

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

  • Identify and correct deviations from database development standards.

  • Create and enforce database development standards.

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Develop and document database architectures.

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

  • 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.

  • Document and communicate database schemas, using accepted notations.

  • 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.

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

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

  • 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.

  • Train users and answer questions.

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

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

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

Technologies & Software

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