Takeover Tracker
38%medium risk
Maids and Housekeeping Cleaners
vs

29 shared · 10 different

core competencies

42%medium risk
Packers and Packagers, Hand

Side-by-Side Comparison

MetricMaids and Housekeeping CleanersPackers and Packagers, Hand
Risk Score38.4%42.4%
Risk TierMedium RiskMedium Risk
Risk Percentile76th86th
Tasks at Risk (>50%)4 / 1511 / 13
Median Salary$34,660$35,580
Employment855K601K

Skill Comparison

|

Sorted by largest difference

Controlling Machines and Processes
Communicating with Supervisors, Peers, or Subordinates
Operating Vehicles, Mechanized Devices, or Equipment
Service OrientationAI-Resistant
Manual DexterityAI-Resistant
Identifying Objects, Actions, and Events
Performing General Physical Activities
Updating and Using Relevant Knowledge
Judging the Qualities of Things, Services, or People
Monitor Processes, Materials, or Surroundings

Protective Factors

Higher values indicate stronger protection against AI displacement

Maids and Housekeeping Cleaners

24%

total discount

Packers and Packagers, Hand

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Maids and Housekeeping Cleaners

4 of 15 at risk
78%Request repair services and wait for repair workers to arrive.
74%Observe precautions required to protect hotel and guest property and report damage, theft, and found articles to supervisors.
57%Sweep, scrub, wax, or polish floors, using brooms, mops, or powered scrubbing and waxing machines.
51%Clean rugs, carpets, upholstered furniture, and draperies, using vacuum cleaners and shampooers.
49%Disinfect equipment and supplies, using germicides or steam-operated sterilizers.

Packers and Packagers, Hand

11 of 13 at risk
86%Record product, packaging, and order information on specified forms and records.
84%Measure, weigh, and count products and materials.
63%Examine and inspect containers, materials, or products to ensure that product quality and packing specifications are met.
63%Examine and inspect containers, materials, and products to ensure that packing specifications are met.
61%Mark and label containers, container tags, or products, using marking tools.

Wage Comparison

Packers and Packagers, Hand earns +$920(+3%) vs Maids and Housekeeping Cleaners
Maids and Housekeeping CleanersPackers and Packagers, Hand
10th
$26,800$27,050
25th
$29,630$31,470
Median
$34,660$35,580
75th
$38,510$40,960
90th
$47,590$46,260

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Maids and Housekeeping Cleaners2028–2035
Packers and Packagers, Hand2028–2035
20242030203520402045

Maids and Housekeeping Cleaners has a longer runway before significant displacement, projected 0 years later than Packers and Packagers, Hand.

Risk-Adjusted Salary

Salary weighted by displacement risk: salary × (1 − risk%)

Maids and Housekeeping Cleaners

$21,347

from $34,660

Packers and Packagers, Hand

$20,505

from $35,580

After adjusting for AI risk, Maids and Housekeeping Cleaners offers $842 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Maids

0

Unique to Packers

Combined Protection Strategy

Regardless of which path you choose, focus on these protective factors

Fine Manipulation
Creativity
Regulatory Barriers
Decision Complexity
Maids and Housekeeping CleanersPackers and Packagers, Hand
Find transitions from Maids and Housekeeping CleanersFind transitions from Packers and Packagers, Hand