medium risk

Dredge Operators

Operate dredge to remove sand, gravel, or other materials in order to excavate and maintain navigable channels in waterways.

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Higher risk than 55% of occupations

AI Impact Summary

Dredge Operators faces moderate AI displacement risk with a score of 33/100. This occupation has higher AI displacement risk than 55% of all analyzed occupations. Of 7 analyzed tasks, 1 are highly automatable, particularly routine cognitive tasks. Limited protective factors mean this occupation has few buffers against AI automation.

This is a general assessment. to get a score adjusted for your experience, skills, and work environment.

How AI Impacts Each Task

7 tasks analyzed

Move levers to position dredges for excavation, to engage hydraulic pumps, to raise and lower suction booms, and to control rotation of cutterheads.

Risk: 21.0%AI: 30EstimatedTime: 40%

Start and stop engines to operate equipment.

Risk: 67.0%AI: 85EstimatedTime: 5%

Start power winches that draw in or let out cables to change positions of dredges, or pull in and let out cables manually.

Risk: 61.0%AI: 70EstimatedTime: 15%

Pump water to clear machinery pipelines.

Risk: 65.0%AI: 80EstimatedTime: 10%

Lower anchor poles to verify depths of excavations, using winches, or scan depth gauges to determine depths of excavations.

Risk: 86.0%AI: 92EstimatedTime: 15%

Task	AI Capability	Risk	Time %
Move levers to position dredges for excavation, to engage hydraulic pumps, to raise and lower suction booms, and to control rotation of cutterheads.	30Estimated	21.0%	40%
Start and stop engines to operate equipment.	85Estimated	67.0%	5%
Start power winches that draw in or let out cables to change positions of dredges, or pull in and let out cables manually.	70Estimated	61.0%	15%
Pump water to clear machinery pipelines.	80Estimated	65.0%	10%
Lower anchor poles to verify depths of excavations, using winches, or scan depth gauges to determine depths of excavations.	92Estimated	86.0%	15%

Skill Impact Analysis

AI-Vulnerable

AI-Resistant

AI-Vulnerable

Information Ordering5%

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

Mathematics10%

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

AI-Resistant

Leadership88%

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

Manual Dexterity80%

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

Recommended Courses

Courses matched to Dredge Operators 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

-6.6pt risk+$2K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Courserabeginner

Google UX Design Professional Certificate

by Google

~5 months$49/mo4.8Certificate

Enhances AI augmentation: Critical Thinking

Estimated Impact

-4.7pt risk+$2K/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

-3.9pt risk+$3K/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.