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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

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

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

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

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

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

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

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

  • Provide technical support to junior staff or clients.

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

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

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

  • 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.

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

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

  • Test changes to database applications or systems.

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

Technologies & Software

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