Roustabouts, Oil and Gas vs Molding and Casting Workers AI Risk

Job 1

Job 2

Job 1

Job 2

low risk

Roustabouts, Oil and Gas

55 shared · 5 different

core competencies

medium risk

Molding and Casting Workers

Side-by-Side Comparison

Roustabouts, Oil and Gas leads 5–0

Metric	Roustabouts, Oil and Gas	Molding and Casting Workers
Risk Score	24.0%	37.0%
Risk Tier	Low Risk	Medium Risk
Risk Percentile	17th	72th
Tasks at Risk (>50%)	0 / 15	8 / 15
Median Salary	$47,510	$45,690
Employment	45K	35K

Skill Comparison

Sorted by largest difference

Inspecting Equipment, Structures, or Material

Identifying Objects, Actions, and Events

Written Comprehension

Reading ComprehensionAI-Vulnerable

Performing General Physical Activities

Protective Factors

Higher values indicate stronger protection against AI displacement

Roustabouts, Oil and Gas

25%

total discount

Molding and Casting Workers

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.

Molding and Casting Workers

8 of 15 at risk

86%Read work orders or examine parts to determine parts or sections of products to be produced.

86%Set the proper operating temperature for each casting.

86%Select sizes and types of molds according to instructions.

61%Engrave or stamp identifying symbols, letters, or numbers on products.

57%Operate and adjust controls of heating equipment to melt material or to cure, dry, or bake filled molds.

Wage Comparison

Molding and Casting Workers earns -$1,820(-4%) vs Roustabouts, Oil and Gas

Roustabouts, Oil and GasMolding and Casting Workers

10th

$35,650$34,950

25th

$38,330$38,500

Median

$47,510$45,690

75th

$57,170$51,340

90th

$64,010$61,050

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Roustabouts, Oil and Gas2028–2035

Molding and Casting Workers2028–2035

20242030203520402045

Roustabouts, Oil and Gas has a longer runway before significant displacement, projected 0 years later than Molding and Casting Workers.

Risk-Adjusted Salary

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

Roustabouts, Oil and Gas

$36,093

from $47,510

Molding and Casting Workers

$28,808

from $45,690

After adjusting for AI risk, Roustabouts, Oil and Gas offers $7,286 more in risk-adjusted pay.

Transition Feasibility

Skill Overlap

Low overlap — significant retraining needed for transition

Unique to Roustabouts,

Unique to Molding

Combined Protection Strategy

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

Regulatory Barriers

Creativity

Social Intelligence

Fine Manipulation

Roustabouts, Oil and GasMolding and Casting Workers

Find transitions from Roustabouts, Oil and Gas Find transitions from Molding and Casting Workers