JOB REPORT / 17-2072 · 41 TASKS

Electronics Engineers, Except Computer.

Can AI do the work of Electronics Engineers, Except Computers?

Mostly it works alongside you. Here is what shifts, task by task.

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How many tasks do you use AI to assist with at work?

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The parts of your job AI can already do most of:

Prepare necessary criteria, procedures, reports, or plans for successful…
Analyze radio frequency identification device (RFID)-related supply chain data
Perform systems analysis or programming of radio frequency identification…

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A guided certificate program in AI-assisted Electronics Engineers, Except Computer work. It covers the 40 AI-affected parts of your job and ends in a capstone a person reviews.

WHAT WE LOOKED AT

Your job, task by task.

40 of 41 tasks reviewed

This job has 41 core tasks. We went through 40 of them, one at a time.

Task by task, from the work Electronics Engineers, Except Computers actually do. How we describe AI use in each task is our own read of it, not a measurement of whether AI can replace the job.

TASK 01
Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.
AI DOES
Drafts criteria documents, report templates, and procedure outlines based on project details
YOU DO
Apply real-world site knowledge and take professional responsibility for accuracy
TASK 02
Analyze radio frequency identification device (RFID)-related supply chain data.
AI DOES
Sorts, filters, and finds patterns in large RFID data sets fast
YOU DO
Judge which supply chain gaps are real problems and decide next steps
TASK 03
Perform systems analysis or programming of radio frequency identification device (RFID) technology.
AI DOES
Writes code drafts, explains RFID standards, suggests system designs, and debugs logic errors
YOU DO
Test physical hardware, tune antenna placement, and validate real-world read rates on-site
TASK 04
Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.
AI DOES
Suggests circuit designs, auto-completes code, flags errors, and explains tool outputs
YOU DO
Apply engineering judgment to choose the right design for real-world constraints and safety
TASK 05
Test tags or labels to ensure readability.
AI DOES
Analyzes read-rate data, flags failures, and spots patterns across large tag batches
YOU DO
Set up physical test rigs and judge results in real deployment conditions
TASK 06
Verify compliance of developed applications with architectural standards and established practices.
AI DOES
Scans application code and configs against documented standards to highlight potential violations
YOU DO
Apply hands-on RFID system knowledge to judge if flagged issues actually matter in practice
TASK 07
Provide technical support or instruction to staff or customers regarding electronics equipment standards.
AI DOES
Drafts clear explanations of electronics standards, answers FAQs, and summarizes technical documents fast
YOU DO
Stay in the conversation to catch the real problem and adapt advice to the exact situation
TASK 08
Develop process flows, work instructions, or standard operating procedures for radio frequency identification device (RFID) systems.
AI DOES
Drafts outlines, formats procedures, and suggests standard language for RFID process documents
YOU DO
Apply your hands-on RFID system knowledge to verify every step works in the real environment
TASK 09
Document equipment or process details of radio frequency identification device (RFID) technology.
AI DOES
Drafts templates, organizes technical specs, and formats documentation from notes or data
YOU DO
Verify real equipment details and confirm process accuracy in the field
TASK 10
Create simulations or models of radio frequency identification device (RFID) systems to provide information for selection and configuration.
AI DOES
Generates simulation scripts, models signal coverage, and compares configuration options quickly
YOU DO
Validate models against physical environments and make final system design calls
TASK 11
Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.
AI DOES
Searches patents, papers, and standards to surface energy-saving tech options fast
YOU DO
Apply circuit-level expertise to judge which approaches actually work for your specific device
TASK 12
Determine usefulness of new radio frequency identification device (RFID) technologies.
AI DOES
Searches and summarizes new RFID research, compares technical specs, and flags promising technologies
YOU DO
Apply hands-on knowledge of your environment, budget, and real deployment needs to make the final call
TASK 13
Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.
AI DOES
Pulls relevant datasheets, flags common failure modes, and drafts candidate design changes
YOU DO
Weigh tradeoffs across cost, safety, environment, and system context that no AI can fully see
TASK 14
Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.
AI DOES
Generates draft spec text, suggests standard formats, checks for missing sections, and auto-fills common technical details
YOU DO
Verify every technical requirement against real system constraints and sign off on safety-critical details
TASK 15
Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.
AI DOES
Searches research papers, summarizes findings, suggests design approaches, and runs simulations
YOU DO
Run physical experiments, validate prototypes, and make creative leaps no model can predict
TASK 16
Identify operational requirements for new systems to inform selection of technological solutions.
AI DOES
Drafts requirement templates, summarizes best practices, and flags gaps in existing specs
YOU DO
Talk to stakeholders and validate requirements against real operational conditions
TASK 17
Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.
AI DOES
Scans specs, highlights potential conflicts, summarizes technical documents, and suggests evaluation checklists
YOU DO
Apply hands-on engineering judgment to decide if a design is truly sound and safe
TASK 18
Test radio frequency identification device (RFID) software to ensure proper functioning.
AI DOES
Generates test cases, reviews logs, and flags errors in test results
YOU DO
Set up physical hardware and verify real-world RFID performance
TASK 19
Determine means of integrating radio frequency identification device (RFID) into other applications.
AI DOES
Researches RFID standards, suggests integration architectures, and drafts technical documentation
YOU DO
Test physical setups, judge tradeoffs, and adapt plans to real equipment and environments
TASK 20
Train users in details of system operation.
AI DOES
Drafts training guides, quizzes, and step-by-step instructions for RFID system use
YOU DO
Watch learners, answer unexpected questions, and demonstrate physical equipment in real time
TASK 21
Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of industry research about new technologies.
AI DOES
Scans and summarizes new research papers, newsletters, and industry reports quickly
YOU DO
Show up to meetings, ask questions, and build real connections with peers
TASK 22
Determine project material or equipment needs.
AI DOES
Searches component databases, drafts parts lists, and flags spec mismatches
YOU DO
Apply hands-on circuit knowledge and weigh real supplier and cost tradeoffs
TASK 23
Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.
AI DOES
Suggests design options, searches technical papers, drafts spec documents, and helps run simulation setups
YOU DO
Weigh real-world tradeoffs, apply system-level judgment, and own the final engineering decisions
TASK 24
Select appropriate radio frequency identification device (RFID) tags and determine placement locations.
AI DOES
Searches tag databases, compares specs, and flags common placement guidelines for the material or environment
YOU DO
Walk the site, test real-world signal conditions, and decide final placement based on what you see and feel
TASK 25
Provide technical support for radio frequency identification device (RFID) technology.
AI DOES
Searches knowledge bases, drafts step-by-step fixes, and explains RFID standards fast
YOU DO
Go on-site to test signals, swap hardware, and diagnose real-world interference
TASK 26
Collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (RFID) technology.
AI DOES
Organizes survey templates, summarizes findings, and spots gaps in collected data
YOU DO
Walk the site, ask the right questions, and judge what matters for each unique client
TASK 27
Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.
AI DOES
Drafts procedure documents, suggests test steps, and flags missing safety checks
YOU DO
Physically run tests, read real hardware behavior, and make safety calls
TASK 28
Integrate tags, readers, or software in radio frequency identification device (RFID) designs.
AI DOES
Suggests system architectures, generates configuration code, and helps debug software integration issues
YOU DO
Handle physical installation, test real-world signal performance, and adapt designs to site conditions
TASK 29
Perform acceptance testing on newly installed or updated systems.
AI DOES
Analyzes test data logs, spots read-rate errors, and drafts pass/fail reports
YOU DO
Walk the physical space, handle equipment, and make final approval calls
TASK 30
Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.
AI DOES
Drafts project plans, summarizes status reports, and flags schedule conflicts
YOU DO
Make real-time calls on physical installations and lead your team through hands-on problems
TASK 31
Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.
AI DOES
Drafts talking points, prepares presentation slides, summarizes background materials, and suggests responses to likely questions
YOU DO
Show up, read the room, and build trust through real conversation
TASK 32SOURCE-BACKED TASK
Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.
AI DOES
Drafts technical specs and schedules from inputs
YOU DO
Guard what's confidential and strategic
About this analysis
60% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 33
Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.
AI DOES
Checks documentation, compares specs, and flags potential code violations in reports
YOU DO
Physically examine, test, and judge real hardware with trained eyes and hands
TASK 34SOURCE-BACKED TASK
Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.
AI DOES
Generates design options and runs simulations quickly
YOU DO
Choose the right solution for real needs
About this analysis
51% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 35SOURCE-BACKED TASK
Define and compare possible radio frequency identification device (RFID) solutions to inform selection for specific projects.
AI DOES
Generates comparison charts of RFID specs and features
YOU DO
Judge which solution fits your project
About this analysis
51% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 36
Perform site analyses to determine system configurations, processes to be impacted, or on-site obstacles to technology implementation.
AI DOES
Analyzes floor plans, suggests RFID configurations, and summarizes potential interference risks from known materials
YOU DO
Walk the physical site and judge real obstacles, signal blockers, and workflow impacts firsthand
TASK 37SOURCE-BACKED TASK
Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.
AI DOES
Calculates material costs and generates estimate templates
YOU DO
Judge risks and approve the numbers
About this analysis
38% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 38SOURCE-BACKED TASK
Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.
AI DOES
Preps technical briefs and meeting agendas
YOU DO
Build rapport and negotiate solutions
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 39SOURCE-BACKED TASK
Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.
AI DOES
Processes specs and runs initial cost calculations
YOU DO
Judge what's realistic and worth building
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium
TASK 40SOURCE-BACKED TASK
Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.
AI DOES
Generates draft schedules and formats reports
YOU DO
Validate priorities and approve timing
About this analysis
0% · Methodology: exposure-v1 · Analysis date: unavailable · Confidence: medium

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AT A GLANCE

Occupation: Electronics Engineers, Except Computer
SOC code: 17-2072
Tasks reviewed: 40 of 41

How we assess

PAY & OUTLOOK

Compare pay by state

Median pay (national): $130,220 · BLS OEWS 2025
Median pay (Colorado): $127,010 · BLS OEWS 2025
Employed (national): 96,900
Employed in Colorado: 6,080
Job outlook: +6.2% by 2034 · ~5,700 openings/yr

Wages from the U.S. Bureau of Labor Statistics, Occupational Employment and Wage Statistics. National figures cover the United States. Job outlook is national.

How does this fit your work?

Earn a certificate in your job

Your job, task by task.

Prepare necessary criteria, procedures, reports, or plans for successful conduct of the project with consideration given to site preparation, facility validation, installation, quality assurance, or testing.

Analyze radio frequency identification device (RFID)-related supply chain data.

Perform systems analysis or programming of radio frequency identification device (RFID) technology.

Operate computer-assisted engineering or design software or equipment to perform electronics engineering tasks.

Test tags or labels to ensure readability.

Verify compliance of developed applications with architectural standards and established practices.

Provide technical support or instruction to staff or customers regarding electronics equipment standards.

Develop process flows, work instructions, or standard operating procedures for radio frequency identification device (RFID) systems.

Document equipment or process details of radio frequency identification device (RFID) technology.

Create simulations or models of radio frequency identification device (RFID) systems to provide information for selection and configuration.

Investigate green consumer electronics applications for consumer electronic devices, power saving devices for computers or televisions, or energy efficient power chargers.

Determine usefulness of new radio frequency identification device (RFID) technologies.

Recommend repair or design modifications of electronics components or systems, based on factors such as environment, service, cost, or system capabilities.

Prepare engineering sketches or specifications for construction, relocation, or installation of equipment, facilities, products, or systems.

Research or develop new green electronics technologies, such as lighting, optical data storage devices, or energy efficient televisions.

Identify operational requirements for new systems to inform selection of technological solutions.

Evaluate project work to ensure effectiveness, technical adequacy, or compatibility in the resolution of complex electronics engineering problems.

Test radio frequency identification device (RFID) software to ensure proper functioning.

Determine means of integrating radio frequency identification device (RFID) into other applications.

Train users in details of system operation.

Read current literature, attend meetings or conferences, or talk with colleagues to stay abreast of industry research about new technologies.

Determine project material or equipment needs.

Plan or develop applications or modifications for electronic properties used in components, products, or systems to improve technical performance.

Select appropriate radio frequency identification device (RFID) tags and determine placement locations.

Provide technical support for radio frequency identification device (RFID) technology.

Collect data about existing client hardware, software, networking, or key business processes to inform implementation of radio frequency identification device (RFID) technology.

Develop or perform operational, maintenance, or testing procedures for electronic products, components, equipment, or systems.

Integrate tags, readers, or software in radio frequency identification device (RFID) designs.

Perform acceptance testing on newly installed or updated systems.

Direct or coordinate activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systems.

Represent employer at conferences, meetings, boards, panels, committees, or working groups to present, explain, or defend findings or recommendations, negotiate compromises or agreements, or exchange information.

Prepare documentation containing information such as confidential descriptions or specifications of proprietary hardware or software, product development or introduction schedules, product costs, or information about product performance weaknesses.

Inspect electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulations.

Design electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applications.

Define and compare possible radio frequency identification device (RFID) solutions to inform selection for specific projects.

Perform site analyses to determine system configurations, processes to be impacted, or on-site obstacles to technology implementation.

Prepare budget or cost estimates for equipment, construction, or installation projects or control expenditures.

Confer with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or products.

Analyze electronics system requirements, capacity, cost, or customer needs to determine project feasibility.

Prepare, review, or maintain maintenance schedules, design documentation, or operational reports or charts.

Practice AI.Use your judgment.

Practice AI.
Use your judgment.