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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

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

  • Train users and answer questions.

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

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

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • Document and communicate database schemas, using accepted notations.

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

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

  • Identify and correct deviations from database development standards.

  • Develop and document database architectures.

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

  • Create and enforce database development standards.

  • 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.

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

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

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

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

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

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

Technologies & Software

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