Takeover Tracker
vs

74 shared · 8 different

core competencies

Side-by-Side Comparison

MetricBiofuels Processing TechniciansPump Operators, Except Wellhead Pumpers
Risk Score43.4%43.5%
Risk TierMedium RiskMedium Risk
Risk Percentile89th89th
Tasks at Risk (>50%)14 / 156 / 14
Median Salary$61,710$60,020
Employment16K13K

Skill Comparison

|

Sorted by largest difference

Identifying Objects, Actions, and Events
Evaluating Information to Determine Compliance with Standards
Scheduling Work and Activities
Operating Vehicles, Mechanized Devices, or Equipment
Documenting/Recording Information
Chemistry
Analyzing Data or Information
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Biofuels Processing Technicians

29%

total discount

Pump Operators, Except Wellhead Pumpers

28%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biofuels Processing Technicians

14 of 15 at risk
88%Monitor and record biofuels processing data.
88%Monitor and record flow meter performance.
88%Monitor stored biofuels products or secondary by-products until reused or transferred to users.
86%Monitor batch, continuous flow, or hybrid biofuels production processes.
86%Measure and monitor raw biofuels feedstock.

Pump Operators, Except Wellhead Pumpers

6 of 14 at risk
88%Record operating data such as products and quantities pumped, stocks used, gauging results, and operating times.
86%Monitor gauges and flowmeters and inspect equipment to ensure that tank levels, temperatures, chemical amounts, and pressures are at specified levels, reporting abnormalities as necessary.
86%Read operating schedules or instructions or receive verbal orders to determine amounts to be pumped.
78%Communicate with other workers, using signals, radios, or telephones, to start and stop flows of materials or substances.
77%Test materials and solutions, using testing equipment.

Wage Comparison

Pump Operators, Except Wellhead Pumpers earns -$1,690(-3%) vs Biofuels Processing Technicians
Biofuels Processing TechniciansPump Operators, Except Wellhead Pumpers
10th
$40,250$37,850
25th
$47,860$47,270
Median
$61,710$60,020
75th
$76,910$75,160
90th
$92,750$89,660

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biofuels Processing Technicians20282035
Pump Operators, Except Wellhead Pumpers20282035
20242030203520402045

Biofuels Processing Technicians has a longer runway before significant displacement, projected 0 years later than Pump Operators, Except Wellhead Pumpers.

Risk-Adjusted Salary

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

Biofuels Processing Technicians

$34,940

from $61,710

Pump Operators, Except Wellhead Pumpers

$33,893

from $60,020

After adjusting for AI risk, Biofuels Processing Technicians offers $1,047 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biofuels

0

Unique to Pump

Combined Protection Strategy

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

Social Intelligence
Regulatory Barriers
Decision Complexity
Fine Manipulation
Biofuels Processing TechniciansPump Operators, Except Wellhead Pumpers