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Automation Risk Analysis

Will “Data Management Associate” be Automated?

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AI Exposure Risk

62%

“Data Management Associate” 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 Associate” 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

  • 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.

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

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

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

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

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

  • Provide technical support to junior staff or clients.

  • Test changes to database applications or systems.

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

  • Train users and answer questions.

  • 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.

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

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

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

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

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

Technologies & Software

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