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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

  • Train users and answer questions.

  • 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.

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

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

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

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

  • Test changes to database applications or systems.

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

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

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

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

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

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

  • 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.

Technologies & Software

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