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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

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

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

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

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

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

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

  • Test changes to database applications or systems.

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

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

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

  • Train users and answer questions.

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

Technologies & Software

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