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Automation Risk Analysis

Will “Database Specialist” be Automated?

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AI Exposure Risk

62%

“Database Specialist” 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 Specialist” 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 and correct deviations from database development standards.

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

  • Develop and document database architectures.

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

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

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

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

  • Create and enforce database development standards.

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

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

  • Train users and answer questions.

  • 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.

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

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

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

Technologies & Software

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  • Encryption software
  • Microsoft Access
  • C
  • Apache Mahout
  • Oracle WebLogic Server
  • IBM Rational System Architect
  • Data definition language DDL
  • Apple macOS
  • Apache Groovy
  • Interface Computers Data Loader
  • KornShell
  • Oracle Real Application Cluster RAC
  • Hewlett Packard LoadRunner
  • Oracle PeopleSoft Financials
  • Wireshark
  • Amazon CodeWhisperer
  • The MathWorks MATLAB
  • SolarWinds
  • Oracle Java
  • Quest Erwin Data Modeler
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  • Drupal
  • JavaScript
  • Scala
  • Computer Associates Log Analyzer
  • Rapid-I RapidMiner
  • Python
  • Database design software
  • Altova MapForce
  • Linux
  • Blackbaud The Raiser's Edge
  • Puppet
  • Amazon DynamoDB
  • Microsoft Active Server Pages ASP
  • Nagios
  • SAP Crystal Reports
  • Oracle Golden Gate
  • Apache Flume
  • Apache Hadoop
  • Cisco IOS
  • Microsoft Power BI
  • Gemini (Google)
  • MicroStrategy
  • Go
  • Data modeling software
  • Red Hat Ansible Engine
  • Ruby
  • Apache Struts
  • Prolog
  • Oracle Application Express APEX
  • JUnit
  • Apache Ant
  • Selenium
  • Apache Pig
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  • IBM Interactive System Productivity Facility ISPF
  • McAfee
  • Relational database management software
  • MongoDB
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  • Perplexity AI
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  • MySQL
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  • Greenplum Database
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  • CA Easytrieve Report Generator
  • Kimi (Moonshot AI)
  • Unified modeling language UML
  • ADO.NET
  • C shell
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  • SAP Adaptive Server Enterprise
  • Bash
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  • Advanced business application programming ABAP
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  • Deployment software
  • Restructured extended executor REXX
  • UNIX Shell
  • ChatGPT (OpenAI)
  • GitHub
  • 3M Post-it App
  • CA Technologies ERWin Data Modeler
  • Codeium
  • IBM DB2
  • Perl shell
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  • WisdomForce DatabaseSync System
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  • Oracle Database
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  • Talend Open Studio
  • Apache Kafka
  • Catalog navigation software
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  • Oracle Jdeveloper
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  • Microsoft Office software
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  • Grok (xAI)
  • Coglin Mill RODIN
  • Git
  • Pentaho Kettle
  • SAP PowerBuilder
  • Application server software
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  • SAP software
  • Test data generator software
  • Informatica PowerCenter
  • Mistral AI (chat/models)
  • IBM SPSS Statistics
  • Amazon Kinesis
  • Microsoft SQL Server Reporting Services SSRS
  • Oracle Eloqua
  • Data Recovery Software SQL Server Data Recovery
  • IBM Domino
  • Ubuntu
  • Elasticsearch
  • Amazon Web Services AWS CloudFormation
  • Amazon Redshift
  • Geographic information system GIS software
  • Micosoft SQL Server Analysis Services SSAS
  • PHP
  • Google Meet
  • Infobright Community Edition ICE
  • Apatar
  • ReCrystallize Crystal Reports
  • Tableau
  • Microsoft Dynamics
  • Microsoft Visual Studio
  • Hibernate ORM
  • Red Hat OpenShift
  • LexisNexis
  • Safe Software FME
  • Talend Big Data Integration
  • PostgreSQL
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  • Microsoft Visio
  • React
  • Microsoft Outlook
  • Oracle Business Intelligence Enterprise Edition
  • Oracle Recovery Manager
  • Microsoft .NET Framework
  • Talend Data Fabric
  • Microsoft Exchange
  • Hewlett Packard HP-UX
  • Red Hat Enterprise Linux
  • Oracle Designer
  • Microsoft Project
  • Hypertext markup language HTML
  • Adobe Dreamweaver
  • Spring Boot
  • UNIX
  • Minitab
  • Database management systems
  • Oracle Enterprise Manager Cloud Control
  • IBM InfoSphere Warehouse
  • Data validation software
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  • Swift
  • SAS Data Integration Studio
  • Eclipse IDE
  • CA IDMS
  • Visual Paradigm DB Visual ARCHITECT
  • SMSi Twister Data Integrator
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  • NoSQL
  • Microsoft ASP.NET Core MVC
  • Extensible hypertext markup language XHTML
  • Microsoft Visual Basic.NET
  • SAP Replication Server
  • Scriptella
  • Microsoft Visual Basic Scripting Edition VBScript
  • Jupyter Notebook
  • Node.js
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  • Docker
  • Cascading style sheets CSS
  • Object database management system ODBMS
  • Apache Subversion SVN
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  • Backbone.js
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  • Embarcadero Technologies DBArtisan
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  • Oracle Application Server
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  • Data transformation services DTS software
  • Apache Maven
  • Oracle JD Edwards EnterpriseOne
  • ASG Technologies ASG-Zeke
  • Operating system software
  • Microsoft Visual C# .NET
  • Cursor AI
  • Quest SQL Optimizer for Oracle
  • HiT Software Allora
  • Microsoft Excel
  • Cluster server software
  • NetSuite ERP
  • Database testing software
  • Teradata Database
  • Multidimensional Expressions MDX
  • Database capacity planning software
  • Microsoft Dynamics GP
  • LogMeIn GoToWebinar
  • Microsoft ActiveX
  • Chef
  • Database security software
  • Common business oriented language COBOL
  • Adeptia ETL Suite
  • jQuery
  • Amazon Web Services AWS software
  • Apache HBase
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  • SAP PowerDesigner
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  • AJAX
  • StataCorp Stata
  • Data manipulation language DML
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  • Oracle PeopleSoft
  • Redgate SQL Server
  • Perl
  • C++
  • Adobe Acrobat
  • Oracle SQL Loader
  • Amazon Elastic Compute Cloud EC2
  • Microsoft Visual Basic
  • Atlassian JIRA
  • MariaDB
  • Oracle Hyperion
  • Oracle PL/SQL
  • Oracle Enterprise Manager
  • Oracle Primavera Enterprise Project Portfolio Management
  • Epic Systems
  • Google Angular
  • IBM InfoSphere DataStage
  • Oracle JavaServer Pages JSP
  • Red Hat WildFly
  • Microsoft PowerShell
  • Shell script
  • Oracle SQL Plus
  • Nova (Amazon)
  • BMC Software Change Manager
  • Tabnine
  • Oracle Solaris
  • Couchbase Server
  • IBM ADSTAR
  • Microsoft Windows Server
  • MapR Converged Data Platform
  • LAMP Stack
  • Teradata Active Enterprise Data Warehouse
  • Claude (Anthropic)
  • Oracle Fusion Applications
  • Quest Central
  • Informatica Corporation PowerCenter
  • Relational database management system software
  • Integrated development environment IDE software
  • Qwen (Alibaba)
  • Mistral (Mistral AI)
  • Apache Oozie
  • Apache Spark
  • Atlassian Confluence
  • FileMaker Pro
  • Acronis Recovery Expert
  • BMC Software Control-M
  • DeepSeek
  • Structured query language SQL
  • Extensible markup language XML
  • Flat File Checker
  • Oracle JDBC
  • SAS
  • Microsoft SQL Server
  • Hard disk drives
  • Notebook computers
  • Tape libraries
  • Desktop computers
  • Personal computers
  • Copy machines
  • Laser facsimile machines
  • Mainframe computers
  • Redundant array of independent disks RAID systems
  • Load balancers