Takeover Tracker
31%medium risk
Biochemists and Biophysicists
vs

56 shared · 24 different

core competencies

32%medium risk
Hydrologists

Side-by-Side Comparison

MetricBiochemists and BiophysicistsHydrologists
Risk Score31.2%31.9%
Risk TierMedium RiskMedium Risk
Risk Percentile46th50th
Tasks at Risk (>50%)8 / 157 / 15
Median Salary$103,650$92,060
Employment35K6K

Skill Comparison

|

Sorted by largest difference

Biology
Chemistry
Controlling Machines and Processes
Speech Clarity
Education and Training
Science
Training and Teaching Others
Engineering and Technology
Thinking Creatively
Category Flexibility
InstructingAI-Resistant
Updating and Using Relevant Knowledge

Protective Factors

Higher values indicate stronger protection against AI displacement

Biochemists and Biophysicists

33%

total discount

Hydrologists

32%

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.

Hydrologists

7 of 15 at risk
86%Measure and graph phenomena such as lake levels, stream flows, and changes in water volumes.
59%Prepare reports or presentations describing research results, using illustrations, maps, appendices, and other information.
55%Develop computer models for hydrologic predictions.
51%Conduct research and communicate information to promote the conservation and preservation of water resources.
51%Study public water supply issues, including flood and drought risks, water quality, wastewater, and impacts on wetland habitats.

Wage Comparison

Hydrologists earns -$11,590(-11%) vs Biochemists and Biophysicists
Biochemists and BiophysicistsHydrologists
10th
$64,890$60,010
25th
$78,730$73,330
Median
$103,650$92,060
75th
$134,460$114,940
90th
$168,900$139,420

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biochemists and Biophysicists2028–2035
Hydrologists2028–2035
20242030203520402045

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

Risk-Adjusted Salary

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

Biochemists and Biophysicists

$71,311

from $103,650

Hydrologists

$62,739

from $92,060

After adjusting for AI risk, Biochemists and Biophysicists offers $8,572 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biochemists

0

Unique to Hydrologists

Combined Protection Strategy

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

Creativity
Regulatory Barriers
Social Intelligence
Decision Complexity
Biochemists and BiophysicistsHydrologists
Find transitions from Biochemists and BiophysicistsFind transitions from Hydrologists