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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

  • Train users and answer questions.

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

  • Create and enforce database development standards.

  • 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.

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

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

  • 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 and document database architectures.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

  • Document and communicate database schemas, using accepted notations.

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

  • Identify and correct deviations from database development standards.

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

  • 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.

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

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

Technologies & Software

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