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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

  • Identify and correct deviations from database development standards.

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

  • 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.

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

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

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

  • Develop and document database architectures.

  • Provide technical support to junior staff or clients.

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

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

  • Train users and answer questions.

  • 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.

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

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

  • Create and enforce database development standards.

Technologies & Software

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