Takeover Tracker
35%medium risk

Product Safety Engineers

Develop and conduct tests to evaluate product safety levels and recommend measures to reduce or eliminate hazards.

Higher risk than 66% of occupations
Checking for existing plan...

How AI Impacts Each Task

9 tasks analyzed

Investigate causes of accidents, injuries, or illnesses related to product usage to develop solutions to minimize or prevent recurrence.

Risk: 41.0%AI: 35EstimatedTime: 15%

Conduct research to evaluate safety levels for products.

Risk: 51.0%AI: 60EstimatedTime: 15%

Report accident investigation findings.

Risk: 84.0%AI: 87EstimatedTime: 10%

Evaluate product designs for safety.

Risk: 47.0%AI: 50EstimatedTime: 20%

Recommend procedures for detection, prevention, and elimination of physical, chemical, or other product hazards.

Risk: 49.0%AI: 55EstimatedTime: 15%

Evaluate potential health hazards or damage that could occur from product misuse.

Risk: 51.0%AI: 60EstimatedTime: 10%

Participate in preparation of product usage and precautionary label instructions.

Risk: 85.2%AI: 90EstimatedTime: 5%

Provide expert testimony in litigation cases.

Risk: 15.0%AI: 0EstimatedTime: 5%

Develop industry standards of product safety.

Risk: 43.0%AI: 40EstimatedTime: 5%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Instructing75%

Instructing is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Product Safety Engineers skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-7.3pt risk+$6K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$7K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Leading People and Teams Specialization

by University of Michigan

~6 weeks$49/mo4.7Certificate
Strengthens resilience: Leadership

Estimated Impact

-3.8pt risk+$6K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 2 scoring runs

-0.2

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

Associate's Degree9%
Bachelor's Degree43%
Master's Degree30%
Doctoral/Professional Degree13%
Level 94%

Prior Experience Needed

Work experience required to enter this job

None4%
3-6 months4%
2-4 years22%
4-6 years30%
6-8 years4%
8-10 years13%
Over 10 years22%

Training Provided After Hiring

How long it typically takes to learn on the job

1-3 months18%
3-6 months18%
6 months - 1 year27%
1-2 years5%
2-4 years9%
4-6 years23%

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis