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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

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

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

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

  • 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.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

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

  • Test changes to database applications or systems.

  • Train users and answer questions.

Technologies & Software

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