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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

  • Document and communicate database schemas, using accepted notations.

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

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

  • Identify and correct deviations from database development standards.

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

  • Create and enforce database development standards.

  • Develop and document database architectures.

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

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

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

  • 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.

  • 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 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.

  • Train users and answer questions.

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

Technologies & Software

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