Manufacturing vs Real Estate & Property

How does Manufacturing compare to Real Estate & Property on AI displacement risk? Manufacturing averages 31.1/100 (median 28.0, mode 26) across 239 assessed roles, while Real Estate & Property averages 34.5/100 (median 34.5, mode 31) across 42 roles. Explore the zone distributions, specialisms, and individual roles below.

Manufacturing

31.1 /100

Mean31.1

Median28.0

Mode26

239 roles assessed

124

Green 31 Yellow 124 Red 84

Specialisms

Specialism	Avg Score	Roles
Chemical & Process Operation	37.1	22
Food Processing	33.5	35
Quality & Inspection	33.2	37
Production Operations	32.4	52
Textile & Garment	32.2	24
Assembly & Fabrication	31.5	50
Metal & Plastics Processing	30.0	38
Cutting & Forming	28.4	16
Printing & Packaging	27.4	21
Warehousing	17.4	18

Safest Roles

Master Leather Craftsman (Mid-to-Senior) 82.4
Bespoke Footwear Technician (Mid-Level) 70.2
Couture Seamstress / Petite Main (Mid-Level) 68.6
Cooper / Barrel Maker (Mid-Level) 59.1
Embroiderer (Mid-Level) 58.4

Most At-Risk Roles

View all 239 roles in Manufacturing →

Real Estate & Property

34.5 /100

Mean34.5

Median34.5

Mode31

42 roles assessed

Green 6 Yellow 29 Red 7

Specialisms

Specialism	Avg Score	Roles
Appraisal	42.1	13
Property Management	33.2	17
Real Estate Sales	28.2	12

Safest Roles

Building Surveyor -- RICS Chartered (Mid-Level) 65.6
Chartered Surveyor (Mid-Level) 55.4
Party Wall Surveyor (Mid-Level) 52.4
Homebuyer Surveyor (Mid-Level) 52.2
Land Agent (Mid-Level) 50.9

Most At-Risk Roles

Lettings Administrator (Mid-Level) 8.9
Real Estate Transaction Coordinator (Mid-Level) 9.5
Title Examiner (Mid-Level) 12.6
Review Appraiser (Mid-Senior) 20.5
Maintenance Coordinator (Mid-Level) 20.7

View all 42 roles in Real Estate & Property →

Frequently Asked Questions

Which domain is safer from AI — Manufacturing or Real Estate & Property?

Real Estate & Property averages 34.5/100 across 42 roles, while Manufacturing averages 31.1/100 across 239 roles — a 3.4-point gap. Real Estate & Property has more roles in the Green Zone, making it the safer domain overall.

How many roles are in Manufacturing vs Real Estate & Property?

Manufacturing covers 239 assessed roles and Real Estate & Property covers 42 roles. Each role is individually scored on the AI Job Resistance Index across five dimensions including Task Resistance, Evidence, Barriers, Protective Principles, and AI Growth Correlation.

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