Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

medium risk

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

57 shared · 13 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Grinding and Polishing Workers, Hand leads 4–1

Metric	Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders	Grinding and Polishing Workers, Hand
Risk Score	42.7%	37.8%
Risk Tier	Medium Risk	Medium Risk
Risk Percentile	87th	75th
Tasks at Risk (>50%)	10 / 15	6 / 15
Median Salary	$42,730	$41,690
Employment	20K	12K

Skill Comparison

Sorted by largest difference

Coordinating the Work and Activities of Others

Handling and Moving Objects

Guiding, Directing, and Motivating Subordinates

Documenting/Recording Information

Analyzing Data or Information

Finger Dexterity

Provide Consultation and Advice to Others

Mechanical

Establishing and Maintaining Interpersonal Relationships

Arm-Hand Steadiness

Performing General Physical Activities

Manual DexterityAI-Resistant

Protective Factors

Higher values indicate stronger protection against AI displacement

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

26%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

10 of 15 at risk

88%Record production data, such as weight and amount of product processed, type of product, and time and temperature of processing.

88%Read work orders to determine quantities and types of products to be baked, dried, or roasted.

84%Observe temperature, humidity, pressure gauges, and product samples and adjust controls, such as thermostats and valves, to maintain prescribed operating conditions for specific stages.

78%Signal coworkers to synchronize flow of materials.

76%Test products for moisture content, using moisture meters.

Grinding and Polishing Workers, Hand

6 of 15 at risk

89%Record product and processing data on specified forms.

85%Study blueprints or layouts to determine how to lay out workpieces or saw out templates.

81%Mark defects, such as knotholes, cracks, and splits, for repair.

77%Verify quality of finished workpieces by inspecting them, comparing them to templates, measuring their dimensions, or testing them in working machinery.

77%Measure and mark equipment, objects, or parts to ensure grinding and polishing standards are met.

Wage Comparison

Grinding and Polishing Workers, Hand earns -$1,040(-2%) vs Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersGrinding and Polishing Workers, Hand

10th

$32,390$32,120

25th

$36,610$36,660

Median

$42,730$41,690

75th

$48,680$48,410

90th

$60,070$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Grinding and Polishing Workers, Hand has a longer runway before significant displacement, projected 0 years later than Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders.

Risk-Adjusted Salary

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

Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders

$24,476

from $42,730

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Grinding and Polishing Workers, Hand offers $1,439 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Food

Unique to Grinding

Combined Protection Strategy

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

Fine Manipulation

Decision Complexity

Social Intelligence

Creativity

Food and Tobacco Roasting, Baking, and Drying Machine Operators and TendersGrinding and Polishing Workers, Hand

Find transitions from Food and Tobacco Roasting, Baking, and Drying Machine Operators and Tenders Find transitions from Grinding and Polishing Workers, Hand