Slaughterers and Meat Packers vs Helpers--Production Workers AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Slaughterers and Meat Packers

23 shared · 8 different

core competencies

medium risk

Helpers--Production Workers

Side-by-Side Comparison

Slaughterers and Meat Packers leads 5–0

Metric	Slaughterers and Meat Packers	Helpers--Production Workers
Risk Score	39.1%	39.5%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	78th	79th
Tasks at Risk (>50%)	6 / 15	11 / 15
Median Salary	$39,790	$38,220
Employment	68K	167K

Skill Comparison

Sorted by largest difference

Controlling Machines and Processes

Repairing and Maintaining Mechanical Equipment

Processing Information

Perceptual Speed

Performing General Physical Activities

Establishing and Maintaining Interpersonal Relationships

Handling and Moving Objects

Judging the Qualities of Things, Services, or People

Protective Factors

Higher values indicate stronger protection against AI displacement

Slaughterers and Meat Packers

23%

total discount

Helpers--Production Workers

23%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Slaughterers and Meat Packers

6 of 15 at risk

63%Wrap dressed carcasses or meat cuts.

62%Slaughter animals in accordance with religious law, and determine that carcasses meet specified religious standards.

61%Grind meat into hamburger, and into trimmings used to prepare sausages, luncheon meats, and other meat products.

59%Shave or singe and defeather carcasses, and wash them in preparation for further processing or packaging.

57%Saw, split, or scribe carcasses into smaller portions to facilitate handling.

Helpers--Production Workers

11 of 15 at risk

86%Count finished products to determine if product orders are complete.

86%Measure amounts of products, lengths of extruded articles, or weights of filled containers to ensure conformance to specifications.

86%Mark or tag identification on parts.

86%Observe equipment operations so that malfunctions can be detected, and notify operators of any malfunctions.

67%Examine products to verify conformance to quality standards.

Wage Comparison

Helpers--Production Workers earns -$1,570(-4%) vs Slaughterers and Meat Packers

Slaughterers and Meat PackersHelpers--Production Workers

10th

$31,470$30,060

25th

$35,940$34,390

Median

$39,790$38,220

75th

$45,930$44,980

90th

$49,460$52,120

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Slaughterers and Meat Packers2028–2035

Helpers--Production Workers2028–2035

20242030203520402045

Slaughterers and Meat Packers has a longer runway before significant displacement, projected 0 years later than Helpers--Production Workers.

Risk-Adjusted Salary

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

Slaughterers and Meat Packers

$24,236

from $39,790

Helpers--Production Workers

$23,119

from $38,220

After adjusting for AI risk, Slaughterers and Meat Packers offers $1,117 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Slaughterers

Unique to Helpers--Production

Combined Protection Strategy

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

Regulatory Barriers

Decision Complexity

Social Intelligence

Creativity

Slaughterers and Meat PackersHelpers--Production Workers

Find transitions from Slaughterers and Meat Packers Find transitions from Helpers--Production Workers