Roustabouts, Oil and Gas vs Grinding and Polishing Workers, Hand AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Roustabouts, Oil and Gas

44 shared · 14 different

core competencies

medium risk

Grinding and Polishing Workers, Hand

Side-by-Side Comparison

Roustabouts, Oil and Gas leads 5–0

Metric	Roustabouts, Oil and Gas	Grinding and Polishing Workers, Hand
Risk Score	24.0%	37.8%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	17th	75th
Tasks at Risk (>50%)	0 / 15	6 / 15
Median Salary	$47,510	$41,690
Employment	45K	12K

Skill Comparison

Sorted by largest difference

Handling and Moving Objects

Inspecting Equipment, Structures, or Material

Performing General Physical Activities

Production and Processing

Arm-Hand Steadiness

Identifying Objects, Actions, and Events

Finger Dexterity

Scheduling Work and Activities

Organizing, Planning, and Prioritizing Work

Stamina

Extent Flexibility

Making Decisions and Solving Problems

Protective Factors

Higher values indicate stronger protection against AI displacement

Roustabouts, Oil and Gas

25%

total discount

Grinding and Polishing Workers, Hand

25%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Roustabouts, Oil and Gas

0 of 15 at risk

49%Unscrew or tighten pipes, casing, tubing, and pump rods, using hand and power wrenches and tongs.

49%Move pipes to and from trucks, using truck winches and motorized lifts, or by hand.

49%Dig drainage ditches around wells and storage tanks.

47%Clean trucks used in the fields.

45%Keep pipe deck and main deck areas clean and tidy.

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 -$5,820(-12%) vs Roustabouts, Oil and Gas

Roustabouts, Oil and GasGrinding and Polishing Workers, Hand

10th

$35,650$32,120

25th

$38,330$36,660

Median

$47,510$41,690

75th

$57,170$48,410

90th

$64,010$57,250

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Roustabouts, Oil and Gas2028–2035

Grinding and Polishing Workers, Hand2028–2035

20242030203520402045

Roustabouts, Oil and Gas has a longer runway before significant displacement, projected 0 years later than Grinding and Polishing Workers, Hand.

Risk-Adjusted Salary

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

Roustabouts, Oil and Gas

$36,093

from $47,510

Grinding and Polishing Workers, Hand

$25,915

from $41,690

After adjusting for AI risk, Roustabouts, Oil and Gas offers $10,179 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Roustabouts,

Unique to Grinding

Combined Protection Strategy

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

Creativity

Regulatory Barriers

Fine Manipulation

Decision Complexity

Roustabouts, Oil and GasGrinding and Polishing Workers, Hand

Find transitions from Roustabouts, Oil and Gas Find transitions from Grinding and Polishing Workers, Hand