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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

  • 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.

  • Identify and correct deviations from database development standards.

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

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

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

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

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

  • Develop and document database architectures.

  • 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.

  • 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.

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

Technologies & Software

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