Takeover Tracker
36%medium risk
Chemists
vs

62 shared · 21 different

core competencies

37%medium risk
Precision Agriculture Technicians

Side-by-Side Comparison

MetricChemistsPrecision Agriculture Technicians
Risk Score35.8%36.6%
Risk TierMedium RiskMedium Risk
Risk Percentile68th71th
Tasks at Risk (>50%)9 / 1312 / 15
Median Salary$84,150$60,130
Employment83K71K

Skill Comparison

|

Sorted by largest difference

Chemistry
Science
Evaluating Information to Determine Compliance with Standards
Operating Vehicles, Mechanized Devices, or Equipment
Production and Processing
Biology
Inspecting Equipment, Structures, or Material
MathematicsAI-Vulnerable
Mathematical Reasoning
Documenting/Recording Information
WritingAI-Augmented
Communicating with Supervisors, Peers, or Subordinates

Protective Factors

Higher values indicate stronger protection against AI displacement

Chemists

30%

total discount

Precision Agriculture Technicians

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Chemists

9 of 13 at risk
86%Purchase laboratory supplies, such as chemicals, when supplies are low or near their expiration date.
78%Conduct quality control tests.
59%Write technical papers or reports or prepare standards and specifications for processes, facilities, products, or tests.
55%Compile and analyze test information to determine process or equipment operating efficiency or to diagnose malfunctions.
53%Evaluate laboratory safety procedures to ensure compliance with standards or to make improvements as needed.

Precision Agriculture Technicians

12 of 15 at risk
87%Prepare reports in graphical or tabular form, summarizing field productivity or profitability.
86%Draw or read maps, such as soil, contour, or plat maps.
78%Collect information about soil or field attributes, yield data, or field boundaries, using field data recorders and basic geographic information systems (GIS).
67%Document and maintain records of precision agriculture information.
64%Identify spatial coordinates, using remote sensing and Global Positioning System (GPS) data.

Wage Comparison

Precision Agriculture Technicians earns -$24,020(-29%) vs Chemists
ChemistsPrecision Agriculture Technicians
10th
$53,210$37,310
25th
$63,930$46,270
Median
$84,150$60,130
75th
$120,210$77,990
90th
$154,430$101,870

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Chemists2028–2035
Precision Agriculture Technicians2028–2035
20242030203520402045

Chemists has a longer runway before significant displacement, projected 0 years later than Precision Agriculture Technicians.

Risk-Adjusted Salary

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

Chemists

$54,024

from $84,150

Precision Agriculture Technicians

$38,146

from $60,130

After adjusting for AI risk, Chemists offers $15,878 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Chemists

0

Unique to Precision

Combined Protection Strategy

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

Creativity
Social Intelligence
Fine Manipulation
Regulatory Barriers
ChemistsPrecision Agriculture Technicians
Find transitions from ChemistsFind transitions from Precision Agriculture Technicians