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Automation Risk Analysis

Will “Developer” be Automated?

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AI Exposure Risk

62%

“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%

“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

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

  • Create and enforce database development standards.

  • Document and communicate database schemas, using accepted notations.

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

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

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

  • Identify and correct deviations from database development standards.

  • Provide technical support to junior staff or clients.

  • 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.

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

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

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

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

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

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

  • 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.

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

  • Develop and document database architectures.

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

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

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

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

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

Technologies & Software

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