Takeover Tracker
31%medium risk
Biochemists and Biophysicists
vs

66 shared · 13 different

core competencies

33%medium risk
Molecular and Cellular Biologists

Side-by-Side Comparison

MetricBiochemists and BiophysicistsMolecular and Cellular Biologists
Risk Score31.2%32.9%
Risk TierMedium RiskMedium Risk
Risk Percentile46th56th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$103,650$93,330
Employment35K60K

Skill Comparison

|

Sorted by largest difference

Physics
Estimating the Quantifiable Characteristics of Products, Events, or Information
MathematicsAI-Vulnerable
Engineering and Technology
Judging the Qualities of Things, Services, or People
Inspecting Equipment, Structures, or Material
Biology
Updating and Using Relevant Knowledge
Interpreting the Meaning of Information for Others
Interacting With Computers
Chemistry
Written Comprehension

Protective Factors

Higher values indicate stronger protection against AI displacement

Biochemists and Biophysicists

33%

total discount

Molecular and Cellular Biologists

34%

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.

Molecular and Cellular Biologists

8 of 15 at risk
84%Maintain accurate laboratory records and data.
59%Prepare or review reports, manuscripts, or meeting presentations.
57%Write grant applications to obtain funding.
55%Design molecular or cellular laboratory experiments, oversee their execution, and interpret results.
55%Perform laboratory procedures following protocols including deoxyribonucleic acid (DNA) sequencing, cloning and extraction, ribonucleic acid (RNA) purification, or gel electrophoresis.

Wage Comparison

Molecular and Cellular Biologists earns -$10,320(-10%) vs Biochemists and Biophysicists
Biochemists and BiophysicistsMolecular and Cellular Biologists
10th
$64,890$54,500
25th
$78,730$67,950
Median
$103,650$93,330
75th
$134,460$121,350
90th
$168,900$159,780

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biochemists and Biophysicists2028–2035
Molecular and Cellular Biologists2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Biochemists and Biophysicists

$71,311

from $103,650

Molecular and Cellular Biologists

$62,652

from $93,330

After adjusting for AI risk, Biochemists and Biophysicists offers $8,659 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biochemists

0

Unique to Molecular

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Biochemists and BiophysicistsMolecular and Cellular Biologists
Find transitions from Biochemists and BiophysicistsFind transitions from Molecular and Cellular Biologists