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Automation Risk Analysis

Will “Database Analyst” be Automated?

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AI Exposure Risk

62%

“Database Analyst” 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 Analyst” 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

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

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

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

  • 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.

  • 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.

  • 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.

  • Document and communicate database schemas, using accepted notations.

  • 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.

  • Create and enforce database development standards.

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

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

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

  • Develop and document database architectures.

  • Train users and answer questions.

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

  • Identify and correct deviations from database development standards.

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

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

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

  • 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.

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

Technologies & Software

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