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Automation Risk Analysis

Will “ETL Developer (Extract, Transform and Load Developer)” be Automated?

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AI Exposure Risk

62%

“ETL Developer (Extract, Transform and Load Developer)” 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%

“ETL Developer (Extract, Transform and Load Developer)” 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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

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

  • 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.

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

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

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

  • Train users and answer questions.

  • Test changes to database applications or systems.

  • 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.

Technologies & Software

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