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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

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

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

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

  • Train users and answer questions.

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

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

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

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

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

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

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

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

Technologies & Software

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