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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

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

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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

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

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

  • Develop and document database architectures.

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

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

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

  • Train users and answer questions.

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

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

  • Document and communicate database schemas, using accepted notations.

  • 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 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.

  • Create and enforce database development standards.

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

Technologies & Software

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