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Automation Risk Analysis

Will “Data Warehousing Engineer” be Automated?

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AI Exposure Risk

62%

“Data Warehousing Engineer” 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 Warehousing Engineer” 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

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

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

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

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

  • 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.

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

  • Create and enforce database development standards.

  • Train users and answer questions.

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

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

  • 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.

  • Collaborate with system architects, software architects, design analysts, and others to understand business or industry requirements.

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

  • Identify and correct deviations from database development standards.

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

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

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

  • 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.

  • 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.

  • Provide technical support to junior staff or clients.

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

  • Develop and document database architectures.

Technologies & Software

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