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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

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

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

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

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

  • Train users and answer questions.

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

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

  • Provide technical support to junior staff or clients.

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

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

  • 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.

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

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

  • Test changes to database applications or systems.

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

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

Technologies & Software

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