Takeover Tracker
31%medium risk
Biochemical Engineers
vs

80 shared · 7 different

core competencies

34%medium risk
Materials Scientists

Side-by-Side Comparison

MetricBiochemical EngineersMaterials Scientists
Risk Score30.7%34.3%
Risk TierMedium RiskMedium Risk
Risk Percentile43th63th
Tasks at Risk (>50%)7 / 158 / 15
Median Salary$117,750$104,160
Employment151K8K

Skill Comparison

|

Sorted by largest difference

Biology
Physics
Evaluating Information to Determine Compliance with Standards
Chemistry
Production and Processing
Scheduling Work and Activities
Establishing and Maintaining Interpersonal Relationships

Protective Factors

Higher values indicate stronger protection against AI displacement

Biochemical Engineers

34%

total discount

Materials Scientists

31%

total discount

Task Risk Comparison

Tasks sorted by AI automation risk — higher means more automatable

Biochemical Engineers

7 of 15 at risk
84%Prepare project plans for biochemical equipment or facility improvements, including time lines, budgetary estimates, or capital spending requests.
70%Maintain databases of experiment characteristics or results.
53%Develop methodologies for transferring procedures or biological processes from laboratories to commercial-scale manufacturing production.
52%Design or conduct follow-up experimentation, based on generated data, to meet established process objectives.
51%Review existing manufacturing processes to identify opportunities for yield improvement or reduced process variation.

Materials Scientists

8 of 15 at risk
77%Test individual parts and products to ensure that manufacturer and governmental quality and safety standards are met.
70%Test metals to determine conformance to specifications of mechanical strength, strength-weight ratio, ductility, magnetic and electrical properties, and resistance to abrasion, corrosion, heat, and cold.
68%Prepare reports, manuscripts, proposals, and technical manuals for use by other scientists and requestors, such as sponsors and customers.
55%Recommend materials for reliable performance in various environments.
53%Write research papers for publication in scientific journals.

Wage Comparison

Materials Scientists earns -$13,590(-12%) vs Biochemical Engineers
Biochemical EngineersMaterials Scientists
10th
$62,840$61,460
25th
$85,750$79,980
Median
$117,750$104,160
75th
$152,670$134,140
90th
$183,510$168,500

Premium Head-to-Head Analysis

Displacement Timeline Comparison

Biochemical Engineers2028–2035
Materials Scientists2028–2035
20242030203520402045

Biochemical Engineers has a longer runway before significant displacement, projected 0 years later than Materials Scientists.

Risk-Adjusted Salary

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

Biochemical Engineers

$81,613

from $117,750

Materials Scientists

$68,464

from $104,160

After adjusting for AI risk, Biochemical Engineers offers $13,148 more in risk-adjusted pay.

Transition Feasibility

1%

Skill Overlap

Low overlap — significant retraining needed for transition

0

Unique to Biochemical

0

Unique to Materials

Combined Protection Strategy

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

Fine Manipulation
Regulatory Barriers
Social Intelligence
Decision Complexity
Biochemical EngineersMaterials Scientists
Find transitions from Biochemical EngineersFind transitions from Materials Scientists