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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.

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

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

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

  • Train users and answer questions.

  • 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.

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

  • 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.

  • 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.

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

  • Identify and correct deviations from database development standards.

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

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

  • Provide technical support to junior staff or clients.

  • Document and communicate database schemas, using accepted notations.

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

  • Develop and document database architectures.

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

  • Create and enforce database development standards.

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

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

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

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

Technologies & Software

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