Takeover Tracker
31%medium risk
Biochemists and Biophysicists
vs

60 shared · 15 different

core competencies

29%medium risk
Astronomers

Side-by-Side Comparison

MetricBiochemists and BiophysicistsAstronomers
Risk Score31.2%28.9%
Risk TierMedium RiskMedium Risk
Risk Percentile46th33th
Tasks at Risk (>50%)8 / 154 / 15
Median Salary$103,650$132,170
Employment35K2K

Skill Comparison

|

Sorted by largest difference

Chemistry
Physics
Computers and Electronics
Inspecting Equipment, Structures, or Material
Interacting With Computers
MathematicsAI-Vulnerable
Category Flexibility
Guiding, Directing, and Motivating Subordinates
Speech Clarity
Evaluating Information to Determine Compliance with Standards
Monitor Processes, Materials, or Surroundings
Estimating the Quantifiable Characteristics of Products, Events, or Information

Protective Factors

Higher values indicate stronger protection against AI displacement

Biochemists and Biophysicists

33%

total discount

Astronomers

29%

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.

Astronomers

4 of 15 at risk
51%Present research findings at scientific conferences and in papers written for scientific journals.
51%Measure radio, infrared, gamma, and x-ray emissions from extraterrestrial sources.
51%Develop theories based on personal observations or on observations and theories of other astronomers.
51%Develop instrumentation and software for astronomical observation and analysis.
49%Study celestial phenomena, using a variety of ground-based and space-borne telescopes and scientific instruments.

Wage Comparison

Astronomers earns +$28,520(+28%) vs Biochemists and Biophysicists
Biochemists and BiophysicistsAstronomers
10th
$64,890$70,730
25th
$78,730$94,990
Median
$103,650$132,170
75th
$134,460$177,690
90th
$168,900$191,880

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biochemists and Biophysicists2028–2035
Astronomers2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Biochemists and Biophysicists

$71,311

from $103,650

Astronomers

$93,999

from $132,170

After adjusting for AI risk, Astronomers offers $22,688 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biochemists

0

Unique to Astronomers

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Creativity
Social Intelligence
Biochemists and BiophysicistsAstronomers
Find transitions from Biochemists and BiophysicistsFind transitions from Astronomers