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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

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

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

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

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

  • 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.

  • 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.

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

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

  • Develop Web sites.

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

  • 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.

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

  • Train subordinates in programming and program coding.

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

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

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

Technologies & Software

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