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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

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

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

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

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

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

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

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

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

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

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

  • Recommend new equipment or software packages.

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

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

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

  • Consult with management to ensure agreement on system principles.

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

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

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

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

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

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

  • Troubleshoot program and system malfunctions to restore normal functioning.

Technologies & Software

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

Alternative Job Titles