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Automation Risk Analysis

Will “Data Storage Specialist” be Automated?

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AI Exposure Risk

62%

“Data Storage 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%

“Data Storage 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

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

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

  • 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.

  • Develop and document database architectures.

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

  • 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.

  • 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.

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

  • Document and communicate database schemas, using accepted notations.

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

  • Create and enforce database development standards.

  • Train users and answer questions.

  • Provide technical support to junior staff or clients.

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

  • Identify and correct deviations from database development standards.

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

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

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

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

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

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

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

Technologies & Software

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