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Automation Risk Analysis

Will “Database Developer” be Automated?

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AI Exposure Risk

62%

“Database Developer” 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 Developer” 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 methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.

  • Create and enforce database development standards.

  • Train users and answer questions.

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

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

  • Set up database clusters, backup, or recovery 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.

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

  • Develop and document database architectures.

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

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

  • Identify and correct deviations from database development standards.

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

  • 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.

  • 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.

Technologies & Software

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