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Not cooked*

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BSc in Electronics & Communication Engineering

verdict slip · printed 1 Aug 2026 · sources on every line

how to read this slip

stays humanthe evidence says this stays human led

with AIdone faster with AI in the loop: still needs you

shiftingthe evidence says AI already reaches this one

no data yetno source covers it yet, so we don't guess

STAYS HUMAN28

with AI14

shifting10

tasks charted · feeds 7 jobs52

of 52 charted tasks: 28 stay human · 14 run with AI in the loop · 10 are shifting. counts only: we don't do scores.

Electrical Engineer[feeds: source]

Designing, implementing, maintaining, or improving electrical instruments, equipment, facilities, components, products, or systemsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Directing or coordinating manufacturing, construction, installation, maintenance, support, documentation, or testing activities to ensure compliance with specifications, codes, or customer requirementsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Inspecting completed installations and observing operations to ensure conformance to design and equipment specifications and compliance with operational, safety, or environmental standardsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Compiling data and writing reports regarding existing or potential electrical engineering studies or projectsshifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Planning or implementing research methodology or procedures to apply principles of electrical theory to engineering projectsshifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Performing detailed calculations to compute and establish manufacturing, construction, or installation standards or specificationswith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Preparing technical drawings and specifications of electrical systems to ensure that installation and operations conform to standards and customer requirementswith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Electronics Engineer[feeds: source]

Directing or coordinating activities concerned with manufacture, construction, installation, maintenance, operation, or modification of electronic equipment, products, or systemsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Recommending repair or design modifications of electronics components or systems based on factors such as environment, service, cost, or system capabilitiesstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Inspecting electronic equipment, instruments, products, or systems to ensure conformance to specifications, safety standards, or applicable codes or regulationsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Conferring with engineers, customers, vendors, or others to discuss existing or potential electronics engineering projects or productsshifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Determining project material or equipment needsshifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Designing electronic components, software, products, or systems for commercial, industrial, medical, military, or scientific applicationswith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Analyzing electronics system requirements, capacity, cost, or customer needs to determine project feasibilitywith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Electrical and Electronics Engineering Technician[feeds: source]

Modifying, maintaining, or repairing electronics equipment or systems to ensure proper functioningstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Replacing defective components or parts, using hand tools and precision instrumentsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Setting up and operating specialized or standard test equipment to diagnose, test, or analyze the performance of electronic components, assemblies, or systemsstays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Reading blueprints, wiring diagrams, schematic drawings, or engineering instructions for assembling electronics unitsshifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Integrating software or hardware components, using computer, microprocessor, or control architecturewith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Calculating design specifications or cost, material, and resource estimates, and preparing project schedules and budgetswith AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Engineering Teachers, Postsecondary[feeds: source]

usually via further study

Conduct research in a particular field of knowledge and publish findings in professional journals, books, or electronic media.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Prepare course materials, such as syllabi, homework assignments, and handouts.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Evaluate and grade students' class work, laboratory work, assignments, and papers.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Write grant proposals to procure external research funding.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Supervise undergraduate or graduate teaching, internship, and research work.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Keep abreast of developments in the field by reading current literature, talking with colleagues, and participating in professional conferences.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Prepare and deliver lectures to undergraduate or graduate students on topics such as mechanics, hydraulics, and robotics.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Initiate, facilitate, and moderate class discussions.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Computer Hardware Engineer[feeds: source]

Update knowledge and skills to keep up with rapid advancements in computer technology.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Design and develop computer hardware and support peripherals, including central processing units (CPUs), support logic, microprocessors, custom integrated circuits, and printers and disk drives.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Confer with engineering staff and consult specifications to evaluate interface between hardware and software and operational and performance requirements of overall system.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Build, test, and modify product prototypes, using working models or theoretical models constructed with computer simulation.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Write detailed functional specifications that document the hardware development process and support hardware introduction.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Test and verify hardware and support peripherals to ensure that they meet specifications and requirements, by recording and analyzing test data.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Direct technicians, engineering designers or other technical support personnel as needed.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Provide technical support to designers, marketing and sales departments, suppliers, engineers and other team members throughout the product development and implementation process.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Electro-Mechanical and Mechatronics Technologist/Technician[feeds: source]

Test performance of electromechanical assemblies, using test instruments such as oscilloscopes, electronic voltmeters, or bridges.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Install or program computer hardware or machine or instrumentation software in microprocessor-based systems.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Read blueprints, schematics, diagrams, or technical orders to determine methods and sequences of assembly.shifting

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Modify, maintain, or repair electrical, electronic, or mechanical components, equipment, or systems to ensure proper functioning.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Inspect parts for surface defects.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Install electrical or electronic parts and hardware in housings or assemblies, using soldering equipment and hand tools.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Verify part dimensions or clearances to ensure conformance to specifications, using precision measuring instruments.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Fabricate or assemble mechanical, electrical, or electronic components or assemblies.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Architectural and Engineering Managers[feeds: source]

usually via further study

Manage the coordination and overall integration of technical activities in architecture or engineering projects.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Direct, review, or approve project design changes.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Consult or negotiate with clients to prepare project specifications.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Prepare budgets, bids, or contracts.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Present and explain proposals, reports, or findings to clients.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Confer with management, production, or marketing staff to discuss project specifications or procedures.stays human

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Assess project feasibility by analyzing technology, resource needs, or market demand.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

Review, recommend, or approve contracts or cost estimates.with AI

Eloundou et al., "GPTs are GPTs" (2023-03, arXiv:2303.10130) · dated 2023-03.

open source ↗

the delta: what moves your picture

#1 Directing an AI tool to draft a technical drawing or spec sheet, then checking it against the real component datasheet

In BSc in Electronics & Communication Engineering's own task ledger, Electrical Engineer's "Preparing technical drawings and specifications of electrical systems to…" rates augmented and Electronics Engineer's "Designing electronic components, software, products, or systems for…" rates augmented; 2 of the 3 matched rows here rate augmented and 1 rates exposed. Checking every dimension against the actual component datasheet is what keeps a spec sheet safe for someone else to build from. first step: Engineering ToolBox: free technical reference for design and specification checks · free · ~15 min

#2 Verifying an AI-drafted engineering calculation or cost estimate by hand before it goes into a design or a bid

Among BSc in Electronics & Communication Engineering's matched ledger rows, Electrical Engineer's "Performing detailed calculations to compute and establish manufacturing,…" rates augmented and Electrical and Electronics Engineering Technician's "Calculating design specifications or cost, material, and resource estimates,…" rates augmented; all 2 matched rows here rate augmented. Redoing a calculation by hand on a case with a known answer is what keeps an engineering estimate trustworthy on the project that doesn't have one. first step: MIT OpenCourseWare: 22.15 Essential Numerical Methods (free, no signup) · free · ~30 min

#3 Directing AI to draft a research methodology or experimental plan, then checking it against what the equipment can actually measure

Looking at the roles BSc in Electronics & Communication Engineering feeds into, Electrical Engineer's "Planning or implementing research methodology or procedures to apply…" rates exposed and Engineering Teachers, Postsecondary's "Conduct research in a particular field of knowledge and publish findings in…" rates exposed; all 2 matched rows here rate exposed. Checking a proposed methodology against what the available equipment can actually measure is what keeps an experimental plan worth running. first step: MIT OpenCourseWare: 22.15 Essential Numerical Methods (free, methodology and validation basics) · free · ~25 min

* THE HONESTY BOX
“not cooked” ≠ “nothing changes.” 14 of your 52 charted tasks already run with AI in the loop. this slip shows only what we could source: where studies disagree, we print both. nobody can promise outcomes; anyone who does is selling something.

Task-level AI evidence on this page is largely US-scoped research; local pay and market context differ.

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