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Automation Risk Analysis

Will “Database Engineer” be Automated?

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AI Exposure Risk

62%

“Database 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%

“Database 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

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

  • Train users and answer questions.

  • Identify and correct deviations from database development standards.

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

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

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

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

  • Create and enforce database development standards.

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

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

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

  • Document and communicate database schemas, using accepted notations.

  • 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.

  • 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 and document database architectures.

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

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

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

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

  • Provide technical support to junior staff or clients.

  • 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.

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

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

Technologies & Software

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