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Automation Risk Analysis

Will “Scientific Programmer” be Automated?

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AI Exposure Risk

60%

“Scientific Programmer” 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 60% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

30%

“Scientific Programmer” 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 30% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Computer Programmers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Create, modify, and test the code and scripts that allow computer applications to run. Work from specifications drawn up by software and web developers or other individuals. May develop and write computer programs to store, locate, and retrieve specific documents, data, and information.

Avg. Annual Salary $103,640
Avg. Hourly Wage $49.83
Available Jobs (US) 109,870
Job Title & Hierarchy Code (SOC) Computer Programmers #15-1251
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Computer Programmers”

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Core Skills & Abilities

  • Investigate whether networks, workstations, the central processing unit of the system, or peripheral equipment are responding to a program's instructions.

  • Compile and write documentation of program development and subsequent revisions, inserting comments in the coded instructions so others can understand the program.

  • Train subordinates in programming and program coding.

  • Write, analyze, review, and rewrite programs, using workflow chart and diagram, and applying knowledge of computer capabilities, subject matter, and symbolic logic.

  • Perform systems analysis and programming tasks to maintain and control the use of computer systems software as a systems programmer.

  • Collaborate with computer manufacturers and other users to develop new programming methods.

  • Write or contribute to instructions or manuals to guide end users.

  • Write, update, and maintain computer programs or software packages to handle specific jobs such as tracking inventory, storing or retrieving data, or controlling other equipment.

  • Consult with managerial, engineering, and technical personnel to clarify program intent, identify problems, and suggest changes.

  • Prepare detailed workflow charts and diagrams that describe input, output, and logical operation, and convert them into a series of instructions coded in a computer language.

  • Conduct trial runs of programs and software applications to be sure they will produce the desired information and that the instructions are correct.

  • Train users on the use and function of computer programs.

  • Assign, coordinate, and review work and activities of programming personnel.

  • Consult with and assist computer operators or system analysts to define and resolve problems in running computer programs.

  • Develop Web sites.

  • Correct errors by making appropriate changes and rechecking the program to ensure that the desired results are produced.

  • Perform or direct revision, repair, or expansion of existing programs to increase operating efficiency or adapt to new requirements.

Technologies & Software

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  • Progress Sonic ESB
  • Splunk Enterprise
  • Modula
  • Kimi (Moonshot AI)
  • Dassault Systemes CATIA
  • Simulation program with integrated circuit emphasis SPICE
  • Microsoft Active Server Pages ASP
  • Gemini (Google)
  • Algorithmic language ALGOL
  • IBM Cognos Impromptu
  • Incremental compiler software
  • National Instruments LabVIEW
  • Ada
  • Apache Struts
  • String oriented symbolic language SNOBOL
  • Emerald Software Group Emerald Green Office
  • Scheme
  • Virtual private networking VPN software
  • Apache Hive
  • Progress OpenEdge ABL
  • NoSQL
  • Oracle Database
  • Progress WebSpeed Workshop
  • KornShell
  • Adobe Illustrator
  • Verilog
  • Git
  • Transact-SQL
  • Tableau
  • Shell script
  • MUMPS M
  • Basis BBx VisualPRO/5
  • Structured Query Report SQR
  • SAP Crystal Reports
  • Atlassian Bamboo
  • PostgreSQL
  • Docker
  • Ansible software
  • LAMP Stack
  • Adobe ActionScript
  • Tier generator software
  • Linux
  • Microsoft SQL Server Reporting Services SSRS
  • Bash
  • Citrix cloud computing software
  • Backbone.js
  • Nagios
  • React
  • IBM Notes
  • B-Method
  • Unified modeling language UML
  • SAP NetWeaver BW
  • SAP Business Objects
  • Node.js
  • McAfee
  • jQuery
  • Apache Cassandra
  • Gemini Code Assist
  • Spring Framework
  • C
  • Swift
  • Computer Associates integrated data management system CA-IDMS
  • Bigloo Scheme
  • dBASE Plus
  • PHP
  • Apache Groovy
  • Google Analytics
  • Mistral AI (chat/models)
  • Devin (Cognition AI)
  • Virage VS Archive
  • ABC Compiler
  • Microsoft Word
  • VMware
  • Cursor AI
  • Microsoft SQL Server Integration Services SSIS
  • ChatGPT (OpenAI)
  • Hewlett Packard LoadRunner
  • Compilers
  • Microsoft SQL Server
  • DeepSeek
  • The MathWorks MATLAB
  • Hypertext markup language HTML
  • Ext JS
  • Retargetable compiler
  • Beginner's all-purpose symbolic instruction code BASIC
  • Call-processing language CPL
  • CoffeeCup The HTML Editor
  • Amazon Web Services AWS software
  • Minitab
  • Oracle Solaris
  • Dynamic hypertext markup language DHTML
  • Apache Pig
  • Microsoft Exchange
  • Source code editor software
  • Data definition language DDL
  • Perplexity AI
  • Data manipulation language DML
  • Human resource management software HRMS
  • Microsoft Extensible Application Markup Language (XAML)
  • Computer aided design and drafting CADD software
  • Cascading style sheets CSS
  • Amazon Kinesis
  • Perforce Helix software
  • UNIX
  • Apache Hadoop
  • Operating system software
  • Microsoft Visual Studio
  • Django
  • GitHub Copilot
  • Google Antigravity
  • PowerSoft PowerBuilder
  • FileMaker Pro
  • Pascal
  • Eclipse IDE
  • Adobe Dreamweaver
  • Microsoft .NET Framework
  • Tabnine
  • Red Hat OpenShift
  • Oracle E-Business Suite Financials
  • Just-in-time compiler
  • Microsoft Windows Server
  • Microsoft Visual FoxPro
  • A programming language APL
  • Microsoft ASP.NET
  • Supervisory control and data acquisition SCADA software
  • Atlassian JIRA
  • Claude (Anthropic)
  • Python
  • Oracle Business Intelligence Enterprise Edition
  • MicroStrategy
  • Enterprise JavaBeans
  • Codeium
  • Customer information control system CICS
  • SAS
  • CAST SQL Builder
  • Microsoft Office software
  • Integrated development environment IDE software
  • Source code migration software
  • Microsoft Windows
  • C#
  • Microsoft Azure software
  • Elasticsearch
  • Amazon CodeWhisperer
  • Command interpreters
  • J
  • Oracle PeopleSoft Financials
  • IBM DB2
  • Interface definition language IDL
  • Objective C
  • Mistral (Mistral AI)
  • IBM WebSphere
  • Microsoft Visual C# .NET
  • Apache Subversion SVN
  • Microsoft Project
  • Bentley MicroStation
  • Objective Caml
  • SAP BusinessObjects Data Integrator
  • Code generator software
  • UNIX Shell
  • Partial class generator software
  • IBM Power Systems software
  • Haskell
  • Go
  • Microsoft ESP SDK
  • Web service definition language WDSL
  • Microsoft Access
  • Interstate connection ICON
  • JavaScript
  • Microsoft SharePoint
  • Apache HTTP Server
  • Apache Solr
  • Adobe PostScript
  • Red Hat WildFly
  • SAP Adaptive Server Enterprise
  • Microsoft Visual Basic Scripting Edition VBScript
  • Mixed code generator
  • Job control language JCL
  • Symantec Visual Cafe
  • Adobe Flex
  • Ubuntu
  • OpenAI ChatGPT
  • Hibernate ORM
  • Interpreter software
  • Adobe ColdFusion
  • List processing language LISP
  • Nova (Amazon)
  • Amazon DynamoDB
  • Apache Spark
  • Decompilers
  • Oracle PL/SQL
  • MongoDB
  • SAP software
  • JUnit
  • Microsoft Silverlight
  • Oracle JD Edwards EnterpriseOne
  • Low-level debugger software
  • American National Standards Institute ANSI C
  • Spring Boot
  • Google Angular
  • Teradata Database
  • Clipper
  • Common Lisp Object System CLOS
  • Extensible markup language XML
  • Llama (Meta)
  • Oracle PeopleSoft
  • Gambit Scheme
  • Logo design software
  • Event-driven State-machines Programming
  • ESRI ArcGIS software
  • Microsoft PowerShell
  • MySQL
  • Amazon Elastic Compute Cloud EC2
  • Code munger software
  • Apache Kafka
  • Scala
  • Delphi Technology
  • Restructured extended executor REXX
  • Oracle JDBC
  • Microsoft Systems Management Server
  • Greatis Object Inspector
  • ICON programming language
  • Microsoft Dynamics GP
  • AWK
  • IBM Rational ClearCase
  • Bolt.new
  • Salesforce Visualforce
  • Programming language one PL/I
  • Common business oriented language COBOL
  • Oracle Fusion Applications
  • Prolog
  • Collaborative Application Markup Language CAML
  • Oracle WebLogic Server
  • Corel CorelDraw Graphics Suite
  • Epic Systems
  • Forth
  • Oracle Hyperion
  • ABC: the AspectBench Compiler for AspectJ
  • Inline code expander software
  • Oracle Java
  • Microsoft ActiveX
  • Microsoft Publisher
  • Perl
  • Adobe Acrobat
  • Amazon Simple Storage Service S3
  • JavaScript Object Notation JSON
  • Revision control software
  • Microsoft Visual Basic
  • Microsoft PowerPoint
  • IEA Software Emerald
  • One pass compiler software
  • Microsoft ASP.NET Core MVC
  • Amazon Web Services AWS CloudFormation
  • Oberon
  • Computer On-line Real-time Applications Language CORAL 66
  • Smalltalk
  • Grok (xAI)
  • C++
  • Veritas NetBackup
  • Apache Maven
  • Extensible hypertext markup language XHTML
  • Selenium
  • Apache Tomcat
  • Advanced business application programming ABAP
  • E++ pattern language
  • Microsoft Excel
  • Wireshark
  • Microsoft Visual Basic for Applications VBA
  • Network intrusion prevention systems NIPS
  • Geographic information system GIS software
  • Structured query language SQL
  • Microsoft Dynamics
  • Lovable.dev
  • v0 by Vercel
  • Quest Erwin Data Modeler
  • StataCorp Stata
  • Symbolic debugger software
  • Snort
  • Workflow software
  • Microsoft FrontPage
  • IBM Domino
  • Extensible stylesheet language XSL
  • Amazon Redshift
  • Chef
  • Ruby on Rails
  • GitHub
  • NetSuite ERP
  • Tax software
  • Adobe Photoshop
  • Red Hat Enterprise Linux
  • ReCrystallize Crystal Reports
  • Oracle Fusion Middleware
  • Oracle JavaServer Pages JSP
  • Embarcadero Delphi
  • Puppet
  • IBM SPSS Statistics
  • Formula translation/translator FORTRAN
  • Ruby
  • Xerces2 Java Parser
  • Canu
  • Qlik Tech QlikView
  • Microsoft Visual Basic.NET
  • Jupyter Notebook
  • IBM InfoSphere DataStage
  • Graphical user interface GUI design software
  • Atlassian Confluence
  • Qwen (Alibaba)
  • Relational database management software
  • R
  • Eiffel
  • Threaded code compiler
  • AJAX
  • Apache Ant
  • Bourne Shell
  • Drupal
  • Microsoft Visio
  • Debugging software
  • Serial port cards
  • Mainframe operating systems
  • Computer servers
  • Mainframe computers
  • Desktop computers