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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

  • 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.

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

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

  • 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.

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

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

  • 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.

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

  • 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.

  • Train subordinates in programming and program coding.

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

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

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

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

  • Develop Web sites.

Technologies & Software

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  • JUnit
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  • Xerces2 Java Parser
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  • Microsoft ASP.NET
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  • Apache HTTP Server
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  • Microsoft PowerShell
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  • J
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  • Teradata Database
  • Beginner's all-purpose symbolic instruction code BASIC
  • Haskell
  • Microsoft Silverlight
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  • Apache Subversion SVN
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  • LAMP Stack
  • Emerald Software Group Emerald Green Office
  • Bigloo Scheme
  • Microsoft Azure software
  • Microsoft Visual C# .NET
  • Microsoft Active Server Pages ASP
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  • Shell script
  • Source code migration software
  • R
  • Swift
  • Structured query language SQL
  • E++ pattern language
  • SAP BusinessObjects Data Integrator
  • Scheme
  • Amazon Web Services AWS software
  • Smalltalk
  • Oracle Business Intelligence Enterprise Edition
  • Microsoft Systems Management Server
  • Apache Pig
  • JavaScript
  • CAST SQL Builder
  • AJAX
  • IBM WebSphere
  • Amazon Redshift
  • Oracle JDBC
  • ABC Compiler
  • SAP Crystal Reports
  • Ada
  • Apache Hadoop
  • Jupyter Notebook
  • Basis BBx VisualPRO/5
  • Selenium
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  • Oracle PL/SQL
  • Oberon
  • Puppet
  • NoSQL
  • Scala
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  • Apache Tomcat
  • A programming language APL
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  • NetSuite ERP
  • Perl
  • Quest Erwin Data Modeler
  • Modula
  • Nagios
  • Bentley MicroStation
  • Tableau
  • Progress WebSpeed Workshop
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  • Forth
  • Mistral AI (chat/models)
  • Event-driven State-machines Programming
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  • Cascading style sheets CSS
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  • dBASE Plus
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  • Microsoft Visual Studio
  • Prolog
  • Microsoft SQL Server Integration Services SSIS
  • Wireshark
  • AWK
  • Job control language JCL
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  • Apache Kafka
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  • OpenAI ChatGPT
  • Enterprise JavaBeans
  • Snort
  • CoffeeCup The HTML Editor
  • Amazon CodeWhisperer
  • String oriented symbolic language SNOBOL
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  • Drupal
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  • Atlassian Confluence
  • Computer aided design and drafting CADD software
  • American National Standards Institute ANSI C
  • Adobe ActionScript
  • Oracle Fusion Middleware
  • Red Hat WildFly
  • Amazon Elastic Compute Cloud EC2
  • Adobe Photoshop
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  • JavaScript Object Notation JSON
  • Microsoft Windows
  • Microsoft Excel
  • PHP
  • Oracle JD Edwards EnterpriseOne
  • Incremental compiler software
  • ESRI ArcGIS software
  • Bourne Shell
  • MySQL
  • Supervisory control and data acquisition SCADA software
  • Google Angular
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  • Hewlett Packard HP-UX
  • Workflow software
  • Data definition language DDL
  • Go
  • PostgreSQL
  • Claude (Anthropic)
  • Spring Framework
  • Unified modeling language UML
  • Microsoft ESP SDK
  • SAP NetWeaver BW
  • Microsoft .NET Framework
  • UNIX Shell
  • Microsoft SQL Server
  • Splunk Enterprise
  • Simulation program with integrated circuit emphasis SPICE
  • IBM DB2
  • Customer information control system CICS
  • IBM Notes
  • Ubuntu
  • Amazon Web Services AWS CloudFormation
  • Microsoft SQL Server Reporting Services SSRS
  • Restructured extended executor REXX
  • Apache Hive
  • C#
  • Microsoft ASP.NET Core MVC
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  • Clipper
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  • VMware
  • Apache Solr
  • Microsoft Visual Basic.NET
  • Kimi (Moonshot AI)
  • Microsoft Visual Basic for Applications VBA
  • Elasticsearch
  • Backbone.js
  • Formula translation/translator FORTRAN
  • Low-level debugger software
  • C++
  • IBM Power Systems software
  • Qlik Tech QlikView
  • PowerSoft PowerBuilder
  • Structured Query Report SQR
  • Apache Spark
  • Verilog
  • Microsoft Extensible Application Markup Language (XAML)
  • Data manipulation language DML
  • Partial class generator software
  • Hewlett Packard LoadRunner
  • MUMPS M
  • Adobe Dreamweaver
  • Microsoft Publisher
  • Git
  • UNIX
  • Command interpreters
  • ChatGPT (OpenAI)
  • Integrated development environment IDE software
  • Code generator software
  • Pascal
  • SAP Adaptive Server Enterprise
  • Progress Sonic ESB
  • Perforce Helix software
  • Apache Struts
  • Gambit Scheme
  • Nova (Amazon)
  • Veritas NetBackup
  • Microsoft Visual Basic
  • Advanced business application programming ABAP
  • Google Analytics
  • Algorithmic language ALGOL
  • Hypertext markup language HTML
  • Oracle Database
  • Ext JS
  • React
  • Gemini (Google)
  • Human resource management software HRMS
  • MongoDB
  • Bolt.new
  • Interface definition language IDL
  • Oracle PeopleSoft Financials
  • Call-processing language CPL
  • Objective C
  • Source code editor software
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  • Mainframe operating systems
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  • Serial port cards
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