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Automation Risk Analysis

Will “Data Warehouse Programmer” be Automated?

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AI Exposure Risk

62%

“Data Warehouse Programmer” 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%

“Data Warehouse Programmer” 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

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

  • Develop and document database architectures.

  • 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.

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

  • Create and enforce database development standards.

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

  • 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.

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

  • Train users and answer questions.

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

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

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

  • 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.

  • Document and communicate database schemas, using accepted notations.

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

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

  • Identify and correct deviations from database development standards.

Technologies & Software

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