← /AICookedMyDegree chart my path
chartmypath.io/AICookedMyDegree

BSc in Mechanical 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 HUMAN11
with AI21
shifting6
tasks charted · feeds 5 jobs38
of 38 charted tasks: 11 stay human · 21 run with AI in the loop · 6 are shifting. counts only: we don't do scores.

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 ↗
Cost Estimators[feeds: source]
Collect historical cost data to estimate costs for current or future products.with AI

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

open source ↗
Consult with clients, vendors, personnel in other departments, or construction foremen to discuss and formulate estimates and resolve issues.with AI

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

open source ↗
Prepare estimates used by management for purposes such as planning, organizing, and scheduling work.with AI

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

open source ↗
Analyze blueprints and other documentation to prepare time, cost, materials, and labor estimates.with AI

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

open source ↗
Confer with engineers, architects, owners, contractors, and subcontractors on changes and adjustments to cost estimates.stays human

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

open source ↗
Assess cost effectiveness of products, projects or services, tracking actual costs relative to bids as the project develops.with AI

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

open source ↗
Prepare estimates for use in selecting vendors or subcontractors.with AI

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

open source ↗
Set up cost monitoring and reporting systems and procedures.with AI

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

open source ↗
Aerospace Engineer[feeds: source]
Formulate mathematical models or other methods of computer analysis to develop, evaluate, or modify design, according to customer engineering requirements.with AI

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

open source ↗
Plan or conduct experimental, environmental, operational, or stress tests on models or prototypes of aircraft or aerospace systems or equipment.stays human

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

open source ↗
Formulate conceptual design of aeronautical or aerospace products or systems to meet customer requirements or conform to environmental regulations.with AI

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

open source ↗
Plan or coordinate investigation and resolution of customers' reports of technical problems with aircraft or aerospace vehicles.with AI

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

open source ↗
Write technical reports or other documentation, such as handbooks or bulletins, for use by engineering staff, management, or customers.shifting

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

open source ↗
Direct or coordinate activities of engineering or technical personnel involved in designing, fabricating, modifying, or testing of aircraft or aerospace products.with AI

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

open source ↗
Evaluate product data or design from inspections or reports for conformance to engineering principles, customer requirements, environmental regulations, or quality standards.with AI

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

open source ↗
Develop design criteria for aeronautical or aerospace products or systems, including testing methods, production costs, quality standards, environmental standards, or completion dates.with AI

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 ↗
Mechanical Engineers[feeds: source]
Research, design, evaluate, install, operate, or maintain mechanical products, equipment, systems or processes to meet requirements.stays human

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

open source ↗
Read and interpret blueprints, technical drawings, schematics, or computer-generated reports.shifting

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

open source ↗
Investigate equipment failures or difficulties to diagnose faulty operation and recommend remedial actions.stays human

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

open source ↗
Specify system components or direct modification of products to ensure conformance with engineering design, performance specifications, or environmental regulations.with AI

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

open source ↗
Recommend design modifications to eliminate machine or system malfunctions.shifting

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

open source ↗
Estimate costs or submit bids for engineering, construction, or extraction projects.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 Verifying an AI-drafted engineering calculation or cost estimate by hand before it goes into a design or a bid
In BSc in Mechanical Engineering's own task ledger, Aerospace Engineer's "Formulate mathematical models or other methods of computer analysis to…" rates augmented and Mechanical Engineers' "Estimate costs or submit bids for engineering, construction, or extraction…" 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
#2 Checking an AI-drafted feasibility or conformance assessment against real technical, cost, and market data
Among BSc in Mechanical Engineering's matched ledger rows, Aerospace Engineer's "Evaluate product data or design from inspections or reports for conformance to…" rates augmented and Architectural and Engineering Managers' "Assess project feasibility by analyzing technology, resource needs, or market…" rates augmented; all 2 matched rows here rate augmented. Checking every technology, cost, and market assumption against real data is what keeps a feasibility study worth a go or no-go decision. first step: SBA: Market research and feasibility basics (free guide) · free · ~15 min
#3 Directing AI to draft a construction cost estimate or progress report, then checking every line and every compliance claim against the real blueprint and standard
Looking at the roles BSc in Mechanical Engineering feeds into, Cost Estimators' "Prepare estimates used by management for purposes such as planning,…" rates augmented; all 2 matched rows here rate augmented. Tracing every line back to the real quantities and the real standard is what keeps an estimate or a compliance claim bid-ready. first step: FreshBooks: How to Build a Construction Cost Estimate · free · ~12 min
* THE HONESTY BOX
“not cooked” ≠ “nothing changes.” 21 of your 38 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.
chartmypath.io/AICookedMyDegree · no account · results private by default
check your own major → /AICookedMyDegree