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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

  • 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.

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

  • Provide technical support to junior staff or clients.

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

  • Identify and correct deviations from database development standards.

  • 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.

  • Collaborate with system architects, software architects, design analysts, and others to understand 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.

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

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

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

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • Develop and document database architectures.

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

  • Create and enforce database development standards.

  • Train users and answer questions.

  • 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.

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

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

Technologies & Software

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