Takeover Tracker
vs

58 shared · 20 different

core competencies

Side-by-Side Comparison

MetricFood Science TechniciansLog Graders and Scalers
Risk Score42.1%46.2%
Risk TierMedium RiskMedium Risk
Risk Percentile85th93th
Tasks at Risk (>50%)10 / 159 / 14
Median SalaryN/A$46,710
EmploymentN/A3K

Skill Comparison

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Sorted by largest difference

Updating and Using Relevant Knowledge
Analyzing Data or Information
Clerical
Interpreting the Meaning of Information for Others
Establishing and Maintaining Interpersonal Relationships
Identifying Objects, Actions, and Events
Controlling Machines and Processes
Reading ComprehensionAI-Vulnerable
Processing Information
Evaluating Information to Determine Compliance with Standards
Estimating the Quantifiable Characteristics of Products, Events, or Information
Computers and Electronics

Protective Factors

Higher values indicate stronger protection against AI displacement

Food Science Technicians

30%

total discount

Log Graders and Scalers

27%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Food Science Technicians

10 of 15 at risk
87%Record or compile test results or prepare graphs, charts, or reports.
87%Analyze test results to classify products or compare results with standard tables.
86%Order supplies needed to maintain inventories in laboratories or in storage facilities of food or beverage processing plants.
85%Maintain records of testing results or other documents as required by state or other governing agencies.
78%Monitor and control temperature of products.

Log Graders and Scalers

9 of 14 at risk
88%Weigh log trucks before and after unloading, and record load weights and supplier identities.
86%Record data about individual trees or load volumes into tally books or hand-held collection terminals.
86%Measure felled logs or loads of pulpwood to calculate volume, weight, dimensions, and marketable value, using measuring devices and conversion tables.
84%Evaluate log characteristics and determine grades, using established criteria.
84%Identify logs of substandard or special grade so that they can be returned to shippers, regraded, recut, or transferred for other processing.

Wage Comparison

Food Science TechniciansLog Graders and Scalers
10th
N/A$35,050
25th
N/A$38,390
Median
N/A$46,710
75th
N/A$56,200
90th
N/A$63,370

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Food Science Technicians20282035
Log Graders and Scalers20282035
20242030203520402045

Food Science Technicians has a longer runway before significant displacement, projected 0 years later than Log Graders and Scalers.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Food

0

Unique to Log

Combined Protection Strategy

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

Decision Complexity
Regulatory Barriers
Creativity
Social Intelligence
Food Science TechniciansLog Graders and Scalers