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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

32%

“Data Management IT Specialist (Data Management Information Technology Specialist)” will probably not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 32% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Database Administrators, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Administer, test, and implement computer databases, applying knowledge of database management systems. Coordinate changes to computer databases. Identify, investigate, and resolve database performance issues, database capacity, and database scalability. May plan, coordinate, and implement security measures to safeguard computer databases.

Avg. Annual Salary $107,440
Avg. Hourly Wage $51.65
Available Jobs (US) 73,180
Job Title & Hierarchy Code (SOC) Database Administrators #15-1242
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Database Administrators”

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Core Skills & Abilities

  • Approve, schedule, plan, and supervise the installation and testing of new products and improvements to computer systems, such as the installation of new databases.

  • Review workflow charts developed by programmer analyst to understand tasks computer will perform, such as updating records.

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

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

  • Modify existing databases and database management systems or direct programmers and analysts to make changes.

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

  • Train users and answer questions.

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

  • Provide technical support to junior staff or clients.

  • Specify users and user access levels for each segment of database.

  • Review procedures in database management system manuals to make changes to database.

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

  • Develop standards and guidelines for the use and acquisition of software and to protect vulnerable information.

  • Develop data models describing data elements and how they are used, following procedures and using pen, template, or computer software.

  • Test changes to database applications or systems.

  • Revise company definition of data as defined in data dictionary.

  • Plan, coordinate, and implement security measures to safeguard information in computer files against accidental or unauthorized damage, modification or disclosure.

  • Select and enter codes to monitor database performance and to create production databases.

Technologies & Software

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