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Automation Risk Analysis

Will “Electronic Transactions Implementer” be Automated?

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AI Exposure Risk

55%

“Electronic Transactions Implementer” 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 55% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

40%

“Electronic Transactions Implementer” 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 40% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Systems Analysts, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Analyze science, engineering, business, and other data processing problems to develop and implement solutions to complex applications problems, system administration issues, or network concerns. Perform systems management and integration functions, improve existing computer systems, and review computer system capabilities, workflow, and schedule limitations. May analyze or recommend commercially available software.

Avg. Annual Salary $111,960
Avg. Hourly Wage $53.83
Available Jobs (US) 497,800
Job Title & Hierarchy Code (SOC) Computer Systems Analysts #15-1211
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Systems Analysts”

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Core Skills & Abilities

  • Train staff and users to work with computer systems and programs.

  • Use the computer in the analysis and solution of business problems, such as development of integrated production and inventory control and cost analysis systems.

  • Define the goals of the system and devise flow charts and diagrams describing logical operational steps of programs.

  • Read manuals, periodicals, and technical reports to learn how to develop programs that meet staff and user requirements.

  • Coordinate and link the computer systems within an organization to increase compatibility so that information can be shared.

  • Prepare cost-benefit and return-on-investment analyses to aid in decisions on system implementation.

  • Develop, document, and revise system design procedures, test procedures, and quality standards.

  • Analyze information processing or computation needs and plan and design computer systems, using techniques such as structured analysis, data modeling, and information engineering.

  • Confer with clients regarding the nature of the information processing or computation needs a computer program is to address.

  • Specify inputs accessed by the system and plan the distribution and use of the results.

  • Expand or modify system to serve new purposes or improve work flow.

  • Determine computer software or hardware needed to set up or alter systems.

  • Troubleshoot program and system malfunctions to restore normal functioning.

  • Assess the usefulness of pre-developed application packages and adapt them to a user environment.

  • Interview or survey workers, observe job performance, or perform the job to determine what information is processed and how it is processed.

  • Supervise computer programmers or other systems analysts or serve as project leaders for particular systems projects.

  • Consult with management to ensure agreement on system principles.

  • Provide staff and users with assistance solving computer-related problems, such as malfunctions and program problems.

  • Review and analyze computer printouts and performance indicators to locate code problems, and correct errors by correcting codes.

  • Use object-oriented programming languages, as well as client and server applications development processes and multimedia and Internet technology.

  • Test, maintain, and monitor computer programs and systems, including coordinating the installation of computer programs and systems.

  • Recommend new equipment or software packages.

Technologies & Software

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  • Jupyter Notebook
  • Microsoft .NET Framework
  • Microsoft Visual C# .NET
  • Perl
  • ADP Workforce Now
  • Puppet
  • Microsoft SQL Server
  • Voice over internet protocol VoIP system software
  • Oracle Master Data Management MDM Suite
  • Apache Maven
  • Swift
  • Oracle Fusion Middleware
  • Supervisory control and data acquisition SCADA software
  • Software distribution software
  • Active directory software
  • Transact-SQL
  • JavaScript Object Notation JSON
  • Patch and update management software
  • Delphi Technology
  • Symantec Visual Cafe
  • Django
  • Human resource management software HRMS
  • Cost estimating software
  • Apache HTTP Server
  • Integrated development environment IDE software
  • Test implementation software
  • Oracle Java
  • Docker
  • Objective C
  • Scala
  • Oracle Solaris
  • SAP Business Objects
  • Microsoft Visual Studio
  • Informatica Corporation PowerCenter
  • Diagramming software
  • Medical condition coding software
  • Nova (Amazon)
  • Slack
  • Red Hat Enterprise Linux
  • Oracle Application Server
  • JUnit
  • Data conversion software
  • UNIX Shell
  • Red Hat OpenShift
  • GitHub
  • Systems and application deployment and migration software
  • Skype
  • Time sharing option TSO software
  • Backbone.js
  • Perforce Helix software
  • Microsoft Power BI
  • Oracle PL/SQL
  • Regression testing software
  • Ada
  • WebFOCUS
  • Cursor AI
  • NoSQL
  • SAP Adaptive Server Enterprise
  • Stac Software ReachOut
  • Tax software
  • NetSuite ERP
  • Apache Tomcat
  • Sun Microsystems Sun ONE
  • Hypertext markup language HTML
  • Electronic design automation EDA software
  • Mistral AI (chat/models)
  • Remote control software
  • Oracle JDBC
  • Interoperability testing software
  • Stress testing software
  • Microsoft Active Server Pages ASP
  • Dynamic hypertext markup language DHTML
  • Gemini Code Assist
  • Git
  • Amazon DynamoDB
  • Python
  • Microsoft Azure software
  • Computer aided design and drafting CADD software
  • Oracle E-Business Suite Financials
  • Defect tracking software
  • Blackboard software
  • Smalltalk
  • System and data disaster recovery software
  • Bolt.new
  • Ruby on Rails
  • Apache Struts
  • Oracle JD Edwards EnterpriseOne
  • GitHub Copilot
  • Atlassian Confluence
  • YouTube
  • Epic Systems
  • Static analysis software
  • Devin (Cognition AI)
  • Oracle Eloqua
  • MEDITECH software
  • IBM Rational Rose XDE
  • Usability testing software
  • Quest Erwin Data Modeler
  • SAP BusinessObjects Desktop Intelligence
  • Apache Hive
  • Version control software
  • Salesforce Visualforce
  • Selenium
  • Minitab
  • Apache Pig
  • IBM SPSS Statistics
  • IBM Power Systems software
  • Kimi (Moonshot AI)
  • IBM InfoSphere DataStage
  • Load testing software
  • Test design software
  • Virtual private networking VPN software
  • Perplexity AI
  • Apple macOS
  • C#
  • Microsoft Windows
  • Chef
  • Structured query language SQL
  • SAP Master Data Management MDM
  • Cascading style sheets CSS
  • SAP software
  • Web server software
  • NortonLifeLock cybersecurity software
  • Microsoft Team Foundation Server
  • Citrix cloud computing software
  • Integration testing software
  • JavaScript
  • Eiffel
  • Cisco Systems CiscoWorks
  • Apache Ant
  • Personal computer diagnostic software
  • Microsoft Office software
  • Adobe Acrobat
  • Atlassian Bamboo
  • Hewlett Packard HP-UX
  • 3M Post-it App
  • IBM WebSphere
  • Google Angular
  • Google Docs
  • Embarcadero JBuilder
  • Oracle Cloud software
  • IBM DB2
  • InstallShield
  • Advanced business application programming ABAP
  • Microsoft Internet Information Services (IIS)
  • Mutation testing software
  • Element management software
  • Ext JS
  • Automated installation software
  • Oracle Business Intelligence Enterprise Edition
  • LAMP Stack
  • Hibernate ORM
  • Software asset management SAM software
  • Healthcare common procedure coding system HCPCS
  • Wise Solutions Wise for Windows Installer
  • Amazon Redshift
  • Oracle Business Intelligence Suite
  • Microsoft Access
  • Cisco Webex
  • Mistral (Mistral AI)
  • Extensible markup language XML
  • IBM Rational ClearQuest
  • SpectraQuest
  • Oracle Hyperion
  • KornShell
  • AcmeStudio
  • Fund accounting software
  • Business intelligence system software
  • Microsoft SQL Server Reporting Services SSRS
  • Microsoft Visual FoxPro
  • Amazon Web Services AWS CloudFormation
  • IBM Notes
  • Ruby
  • Google Analytics
  • Microsoft Outlook
  • Qlik Tech QlikView
  • Architecture description language ADL
  • Google Antigravity
  • Splunk Enterprise
  • Microsoft Windows Server
  • DeepSeek
  • Atlassian JIRA
  • UNIX
  • Oracle WebLogic Server
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Oracle PeopleSoft Financials
  • CrossTec NetOp Remote Control
  • Unified modeling language UML
  • Microsoft PowerShell
  • Red Hat WildFly
  • HyperSpace
  • Oracle JavaServer Pages JSP
  • SAP ERP
  • Medical procedure coding software
  • Grok (xAI)
  • Microsoft Project
  • Microsoft Visio
  • Microsoft Word
  • FileMaker Pro
  • System testing software
  • Unit testing software
  • Distributed component object model DCOM software
  • Microsoft SQL Server Integration Services SSIS
  • IBM Domino
  • Formula translation/translator FORTRAN
  • Security testing software
  • Adobe Dreamweaver
  • Popkin System Architect
  • Claude (Anthropic)
  • Adobe Illustrator
  • Structure prediction software
  • Amazon Simple Storage Service S3
  • Linux
  • SAS
  • Tabnine
  • Apache Spark
  • Hewlett Packard LoadRunner
  • Apache Subversion SVN
  • Application management software
  • Gemini (Google)
  • Database software
  • Nagios
  • Apache Kafka
  • Microsoft ActiveX
  • Wireshark
  • Microsoft Dynamics
  • Compatibility testing software
  • Adobe Photoshop
  • C
  • Microsoft Publisher
  • Qwen (Alibaba)
  • v0 by Vercel
  • Microsoft Visual Basic Scripting Edition VBScript
  • Blackbaud The Raiser's Edge
  • Ubuntu
  • Amazon CodeWhisperer
  • MicroStrategy
  • IBM Cognos Impromptu
  • Microsoft ASP.NET
  • ESRI ArcGIS software
  • Teradata Database
  • Llama (Meta)
  • Veritas NetBackup
  • Oracle SQL Developer
  • Symantec pcAnywhere
  • IBM Rational ClearCase
  • Apache Hadoop
  • Codeium
  • Oracle Taleo
  • Migration testing software
  • Rapide
  • Access management software
  • Lovable.dev
  • Shell script
  • Dassault Systemes CATIA
  • Bash
  • OrCAD Capture
  • Microsoft Visual Basic.NET
  • Extensible hypertext markup language XHTML
  • Salesforce software
  • AJAX
  • SAP Crystal Reports
  • Recovery testing software
  • Customer information control system CICS
  • StataCorp Stata
  • Microsoft Visual Basic for Applications VBA
  • Verilog
  • Microsoft Teams
  • Network intrusion prevention systems NIPS
  • Spring Boot
  • The MathWorks MATLAB
  • J
  • Operating system software
  • Common business oriented language COBOL
  • Slido interaction software
  • Apache Cassandra
  • Component object model COM software
  • Node.js
  • ChatGPT (OpenAI)
  • Microsoft SharePoint
  • Apache Solr
  • Hierarchical simulation program with integrated circuit emphasis HSPICE
  • Snort
  • Marketo Marketing Automation
  • Oracle Database
  • Ansible software
  • SAP NetWeaver
  • Drupal
  • McAfee
  • Go
  • MySQL
  • LexisNexis
  • MongoDB
  • Flow chart software
  • Tableau
  • SAP NetWeaver BW
  • Microsoft Excel
  • Oracle PeopleSoft
  • Elasticsearch
  • Microsoft Visual Basic
  • Virus scanning software
  • Amazon Web Services AWS software
  • ServiceNow
  • Enterprise JavaBeans
  • C++
  • National Instruments LabVIEW
  • Job control language JCL
  • Eclipse IDE
  • PostgreSQL
  • Geographic information system GIS software
  • Help desk software
  • jQuery
  • IBM Rational PurifyPlus
  • R
  • Apache Groovy
  • Adobe ActionScript
  • Microsoft Dynamics GP
  • Microsoft ASP.NET Core MVC
  • Microsoft PowerPoint
  • Requirements management software
  • Oracle Fusion Applications
  • OpenAI ChatGPT
  • Functional testing software
  • Omni Group OmniGraffle
  • Amazon Elastic Compute Cloud EC2
  • Oracle Primavera Enterprise Project Portfolio Management
  • VMware
  • Dynamic analysis software
  • Adobe Flex
  • PHP
  • Relational database management software
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  • Desktop computers
  • Mainframe computers

Alternative Job Titles