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Automation Risk Analysis

Will “Implementation Specialist” be Automated?

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AI Exposure Risk

58%

“Implementation Specialist” 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 58% probability of disruption by generative AI and Large Language Models.

Automation & Robot Risk

27%

“Implementation Specialist” will almost certainly not be replaced by robots.

Evaluating the physical dexterity, repetitive motion tasks, and manual labor associated with this role, our analysis indicates a 27% likelihood of substitution by advanced robotics systems.

Personal & Financial Insights

Every occupation has a unique profile. For Software Developers, the Bureau of Labor Statistics and O*NET classify the day-to-day work broadly as: Research, design, and develop computer and network software or specialized utility programs. Analyze user needs and develop software solutions, applying principles and techniques of computer science, engineering, and mathematical analysis. Update software or enhance existing software capabilities. May work with computer hardware engineers to integrate hardware and software systems, and develop specifications and performance requirements. May maintain databases within an application area, working individually or coordinating database development as part of a team.

Avg. Annual Salary $144,570
Avg. Hourly Wage $69.50
Available Jobs (US) 1,654,440
Job Title & Hierarchy Code (SOC) Software Developers #15-1252
Wage vs. National Median
ℹ️

Data is based on the reference occupation: “Software Developers”

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Core Skills & Abilities

  • Analyze user needs and software requirements to determine feasibility of design within time and cost constraints.

  • Analyze information to determine, recommend, and plan installation of a new system or modification of an existing system.

  • Determine system performance standards.

  • Develop or direct software system testing or validation procedures, programming, or documentation.

  • Design, develop and modify software systems, using scientific analysis and mathematical models to predict and measure outcomes and consequences of design.

  • Coordinate installation of software system.

  • Confer with data processing or project managers to obtain information on limitations or capabilities for data processing projects.

  • Prepare reports or correspondence concerning project specifications, activities, or status.

  • Confer with systems analysts, engineers, programmers and others to design systems and to obtain information on project limitations and capabilities, performance requirements and interfaces.

  • Store, retrieve, and manipulate data for analysis of system capabilities and requirements.

  • Consult with customers or other departments on project status, proposals, or technical issues, such as software system design or maintenance.

  • Monitor functioning of equipment to ensure system operates in conformance with specifications.

  • Modify existing software to correct errors, adapt it to new hardware, or upgrade interfaces and improve performance.

  • Obtain and evaluate information on factors such as reporting formats required, costs, or security needs to determine hardware configuration.

  • Supervise and assign work to programmers, designers, technologists, technicians, or other engineering or scientific personnel.

  • Train users to use new or modified equipment.

  • Supervise the work of programmers, technologists and technicians and other engineering and scientific personnel.

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  • Spring Boot
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  • Programming language one PL/I
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  • PuTTY
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  • MUMPS M
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  • Open Graphics Library OpenGL
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  • Google Slides
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  • Microsoft Teams
  • Apache Maven
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  • Common Lisp Object System CLOS
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  • Event-driven State-machines Programming
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  • Microsoft DirectX
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  • XML Path Language XPATH
  • Microsoft Power Automate
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  • Spring Framework
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  • Apache Kafka
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  • JUnit
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  • Microsoft PowerShell
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  • Software libraries
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  • Adobe InDesign
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  • Apache Ant
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  • Migration software
  • Graphical user interface GUI design software
  • NoSQL
  • Hypertext markup language HTML
  • Alteryx software
  • Embedded systems development software
  • Microsoft Exchange
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  • Marketo Marketing Automation
  • GroupMe
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  • Microsoft Windows Server
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  • Apache Tomcat
  • E++ pattern language
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  • MicroStrategy
  • Apache HBase
  • Microsoft ESP SDK
  • Oracle Reports
  • Adobe Illustrator
  • Screencastify
  • Operating system shells
  • RESTful API
  • Apache Avro
  • OpenAI ChatGPT
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  • Job control language JCL
  • IBM Rational ClearQuest
  • Oracle Java 2 Platform Enterprise Edition J2EE
  • Security testing software
  • Wireshark
  • Oracle Cloud software
  • B-Method
  • Evernote
  • Microsoft SQL Server Integration Services SSIS
  • Google Gmail
  • Apache Oozie
  • Microsoft SQL Server
  • Backbone.js
  • Extensible hypertext markup language XHTML
  • 3M Post-it App
  • File server software
  • JamBoard
  • LAMP Stack
  • Patch management software
  • Software development tools
  • TypeScript
  • IBM Rational PurifyPlus
  • Structured query language SQL
  • UNIX Shell
  • JavaScript framework software
  • Management information systems MIS
  • Jenkins CI
  • Red Hat Ansible Engine
  • Pascal
  • Web server software
  • C
  • Atlassian Bamboo
  • Red Hat WildFly
  • Google Meet
  • Oracle Database
  • Hewlett Packard LoadRunner
  • Oracle WebLogic Server
  • Scheme
  • Simple API for XML SAX
  • Microsoft ASP.NET
  • Multi-core central processing unit CPU
  • In circuit emulators ICE
  • Flash disks
  • Notebook computers
  • Logic analyzers
  • Mainframe computers
  • Application servers
  • Digital cameras
  • Desktop computers
  • Graphics processing unit GPU
  • Computer servers
  • Directory servers

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