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Automation Risk Analysis

Will “Statistical Programmer” be Automated?

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AI Exposure Risk

60%

“Statistical 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%

“Statistical 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

  • Develop Web sites.

  • 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.

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

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

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

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

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

  • 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.

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

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

  • Train subordinates in programming and program coding.

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

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

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

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

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

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

Technologies & Software

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