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

  • 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.

  • 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.

  • Test changes to database applications or systems.

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

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

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

  • 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.

  • Provide technical support to junior staff or clients.

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

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

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

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

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

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

Technologies & Software

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