Takeover Tracker
33%medium risk
Molecular and Cellular Biologists
vs

66 shared · 13 different

core competencies

31%medium risk
Biochemists and Biophysicists

Side-by-Side Comparison

MetricMolecular and Cellular BiologistsBiochemists and Biophysicists
Risk Score32.9%31.2%
Risk TierMedium RiskMedium Risk
Risk Percentile56th46th
Tasks at Risk (>50%)8 / 158 / 15
Median Salary$93,330$103,650
Employment60K35K

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

Molecular and Cellular Biologists

34%

total discount

Biochemists and Biophysicists

33%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

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.

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.

Wage Comparison

Biochemists and Biophysicists earns +$10,320(+11%) vs Molecular and Cellular Biologists
Molecular and Cellular BiologistsBiochemists and Biophysicists
10th
$54,500$64,890
25th
$67,950$78,730
Median
$93,330$103,650
75th
$121,350$134,460
90th
$159,780$168,900

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Molecular and Cellular Biologists2028–2035
Biochemists and Biophysicists2028–2035
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%)

Molecular and Cellular Biologists

$62,652

from $93,330

Biochemists and Biophysicists

$71,311

from $103,650

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 Molecular

0

Unique to Biochemists

Combined Protection Strategy

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

Regulatory Barriers
Fine Manipulation
Creativity
Decision Complexity
Molecular and Cellular BiologistsBiochemists and Biophysicists
Find transitions from Molecular and Cellular BiologistsFind transitions from Biochemists and Biophysicists