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Automation Risk Analysis

Will “Data Management IT Specialist (Data Management Information Technology Specialist)” be Automated?

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AI Exposure Risk

62%

“Data Management IT Specialist (Data Management Information Technology 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 Management IT Specialist (Data Management Information Technology 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 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 methods for integrating different products so they work properly together, such as customizing commercial databases to fit specific needs.

  • 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.

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

  • 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.

  • Develop and document database architectures.

  • Train users and answer questions.

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

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

  • Provide technical support to junior staff or clients.

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

  • Create and enforce database development standards.

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

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

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

  • Document and communicate database schemas, using accepted notations.

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

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

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

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

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

  • Identify and correct deviations from database development standards.

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

Technologies & Software

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