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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

  • 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.

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

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

  • Document and communicate database schemas, using accepted notations.

  • 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.

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

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

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

  • Provide technical support to junior staff or clients.

  • Train users and answer questions.

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

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

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

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

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

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

  • Identify and correct deviations from database development standards.

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

  • 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.

  • 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.

  • Create and enforce database development standards.

Technologies & Software

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