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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

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

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

  • Document and communicate database schemas, using accepted notations.

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

  • Train users and answer questions.

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

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

  • Develop and document database architectures.

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

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

  • Provide technical support to junior staff or clients.

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

  • 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.

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

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

  • 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.

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

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

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

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

  • Create and enforce database development standards.

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

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

Technologies & Software

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