Takeover Tracker
vs

50 shared · 33 different

core competencies

36%medium risk
Chemists

Side-by-Side Comparison

MetricBiochemists and BiophysicistsChemists
Risk Score31.2%35.8%
Risk TierMedium RiskMedium Risk
Risk Percentile46th68th
Tasks at Risk (>50%)8 / 159 / 13
Median Salary$103,650$84,150
Employment35K83K

Skill Comparison

|

Sorted by largest difference

Biology
Physics
Guiding, Directing, and Motivating Subordinates
Thinking Creatively
English Language
Analyzing Data or Information
Estimating the Quantifiable Characteristics of Products, Events, or Information
Developing Objectives and Strategies
Speech Clarity
Getting Information
Evaluating Information to Determine Compliance with Standards
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Biochemists and Biophysicists

33%

total discount

Chemists

30%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biochemists and Biophysicists

8 of 15 at risk
63%Determine the three-dimensional structure of biological macromolecules.
55%Write grant proposals to obtain funding for research.
53%Develop new methods to study the mechanisms of biological processes.
53%Study physical principles of living cells or organisms and their electrical or mechanical energy, applying methods and knowledge of mathematics, physics, chemistry, or biology.
52%Study the chemistry of living processes, such as cell development, breathing and digestion, or living energy changes, such as growth, aging, or death.

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.

Wage Comparison

Chemists earns -$19,500(-19%) vs Biochemists and Biophysicists
Biochemists and BiophysicistsChemists
10th
$64,890$53,210
25th
$78,730$63,930
Median
$103,650$84,150
75th
$134,460$120,210
90th
$168,900$154,430

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biochemists and Biophysicists20282035
Chemists20282035
20242030203520402045

Biochemists and Biophysicists has a longer runway before significant displacement, projected 0 years later than Chemists.

Risk-Adjusted Salary

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

Biochemists and Biophysicists

$71,311

from $103,650

Chemists

$54,024

from $84,150

After adjusting for AI risk, Biochemists and Biophysicists offers $17,287 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biochemists

0

Unique to Chemists

Combined Protection Strategy

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

Creativity
Fine Manipulation
Decision Complexity
Regulatory Barriers
Biochemists and BiophysicistsChemists