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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

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

  • 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.

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

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

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

  • 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.

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

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

  • Train users and answer questions.

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

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

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

  • Provide technical support to junior staff or clients.

  • Test changes to database applications or systems.

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

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

Technologies & Software

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