Takeover Tracker

vs

29 shared · 10 different

core competencies

Side-by-Side Comparison

MetricPackers and Packagers, HandMaids and Housekeeping Cleaners
Risk Score42.4%38.4%
Risk TierMedium RiskMedium Risk
Risk Percentile86th76th
Tasks at Risk (>50%)11 / 134 / 15
Median Salary$35,580$34,660
Employment601K855K

Skill Comparison

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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

Packers and Packagers, Hand

24%

total discount

Maids and Housekeeping Cleaners

24%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

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

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Head-to-head task automation timeline
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Career transition paths from each job
Risk-adjusted salary comparison
Combined protective factor strategy
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Packers and Packagers, Hand: Not yetMaids and Housekeeping Cleaners: Not yet