Aquacultural Managers
Direct and coordinate, through subordinate supervisory personnel, activities of workers engaged in fish hatchery production for corporations, cooperatives, or other owners.
AI Impact Summary
Aquacultural Managers faces moderate AI displacement risk with a score of 30/100. This occupation has higher AI displacement risk than 39% of all analyzed occupations. Of 19 analyzed tasks, 3 are highly automatable, particularly routine cognitive tasks. Strong protective factors — including social intelligence, creativity, or regulatory barriers — significantly reduce effective risk.
Skill Impact Analysis
AI-Vulnerable Skills (6)
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
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)
Leadership is AI-resistant — strengthening this skill provides durable career protection.
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Persuasion is AI-resistant — strengthening this skill provides durable career protection.
Coordination is AI-resistant — strengthening this skill provides durable career protection.
Service Orientation is AI-resistant — strengthening this skill provides durable career protection.
AI-Augmented Skills (7)
Recommended Courses
Courses matched to Aquacultural Managers 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
SQL Fundamentals Skill Track
by DataCamp
Estimated Impact
AI-Augmentation Tools
Learn to work alongside AI and boost your productivity
Cybersecurity Fundamentals Path
by Pluralsight
Estimated Impact
Strengthen Your Edge
Double down on skills AI can't replicate
Leading People and Teams Specialization
by University of Michigan
Estimated Impact
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.
Education & Training
Percentage of workers at each education and training level
Education Level
Prior Experience Needed
Work experience required to enter this job
Training Provided After Hiring
How long it typically takes to learn on the job
How AI Impacts Each Task
19 tasks analyzed
Grow fish and shellfish as cash crops or for release into freshwater or saltwater.
Monitor environments to ensure maintenance of optimum conditions for aquatic life.
Supervise and train aquaculture and fish hatchery support workers.
Determine, administer, and execute policies relating to operations administration and standards, and facility maintenance.
Collect and record growth, production, and environmental data.
Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques.
Account for and disburse funds.
Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks.
Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire.
Conduct and supervise stock examinations to identify diseases or parasites.
Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries.
Design and construct pens, floating stations, and collector strings or fences for sea farms.
Prepare reports required by state and federal laws.
Identify environmental requirements of a particular species, and select and oversee the preparation of sites for species cultivation.
Operate and maintain cultivating and harvesting equipment.
Confer with biologists, fish pathologists, and other fishery personnel to obtain data concerning fish habits, diseases, food, and environmental requirements.
Coordinate the selection and maintenance of brood stock.
Scuba dive to inspect sea farm operations.
Collect information regarding techniques for fish collection and fertilization, spawn incubation, and treatment of spawn and fry.
| Task | AI Capability | Risk | Time % | |
|---|---|---|---|---|
| Grow fish and shellfish as cash crops or for release into freshwater or saltwater. | 5Estimated | 11.0% | 8% | |
| Monitor environments to ensure maintenance of optimum conditions for aquatic life. | 70Estimated | 55.0% | 7% | |
| Supervise and train aquaculture and fish hatchery support workers. | 15Estimated | 21.0% | 8% | |
| Determine, administer, and execute policies relating to operations administration and standards, and facility maintenance. | 50Estimated | 47.0% | 6% | |
| Collect and record growth, production, and environmental data. | 92Estimated | 86.0% | 5% | |
| Direct and monitor trapping and spawning of fish, egg incubation, and fry rearing, applying knowledge of management and fish culturing techniques. | 50Estimated | 47.0% | 6% | |
| Account for and disburse funds. | 90Estimated | 85.2% | 5% | |
| Direct and monitor the transfer of mature fish to lakes, ponds, streams, or commercial tanks. | 20Estimated | 23.0% | 5% | |
| Determine how to allocate resources and to respond to unanticipated problems, such as insect infestation, drought, and fire. | 40Estimated | 43.0% | 6% | |
| Conduct and supervise stock examinations to identify diseases or parasites. | 65Estimated | 53.0% | 6% | |
| Devise and participate in activities to improve fish hatching and growth rates, and to prevent disease in hatcheries. | 50Estimated | 47.0% | 5% | |
| Design and construct pens, floating stations, and collector strings or fences for sea farms. | 5Estimated | 11.0% | 4% | |
| Prepare reports required by state and federal laws. | 45Observed | 67.2% | 5% | |
| Identify environmental requirements of a particular species, and select and oversee the preparation of sites for species cultivation. | 61.85Observed | 51.7% | 5% | |
| Operate and maintain cultivating and harvesting equipment. | 45Estimated | 51.0% | 5% | |
| Confer with biologists, fish pathologists, and other fishery personnel to obtain data concerning fish habits, diseases, food, and environmental requirements. | 25Estimated | 25.0% | 4% | |
| Coordinate the selection and maintenance of brood stock. | 60Estimated | 51.0% | 4% | |
| Scuba dive to inspect sea farm operations. | 35Estimated | 23.0% | 2% | |
| Collect information regarding techniques for fish collection and fertilization, spawn incubation, and treatment of spawn and fry. | 92Estimated | 86.0% | 4% |
Protective Factors
Total protective discount: 34.2%
Essential Soft Skills
Traits that are hard for AI to replicate
Wage & Employment (2024)
Median Wage
$87,980
per year
Mean Wage
$97,240
per year
Employment
6K
workers
Wage Range
$51,700 - $156,530
10th - 90th pct
Wage Distribution
Explore other career paths
Compare displacement risk across occupations and find careers with stronger long-term prospects.
Alternate Career Paths
See all transitionsRange Managers
25%Median salary: $67,950
Higher risk than 18% of other occupations
First-Line Supervisors of Aquacultural Workers
25%Median salary: $59,330
Higher risk than 21% of other occupations
First-Line Supervisors of Animal Husbandry and Animal Care Workers
27%Median salary: $59,330
Higher risk than 23% of other occupations
Nursery and Greenhouse Managers
29%Median salary: $87,980
Higher risk than 34% of other occupations
Occupational Health and Safety Specialists
30%Higher risk than 40% of other occupations
Hydrologists
32%Median salary: $92,060
Higher risk than 50% of other occupations
Soil and Water Conservationists
32%Median salary: $67,950
Higher risk than 50% of other occupations
Environmental Science and Protection Technicians, Including Health
33%Higher risk than 55% of other occupations
Marine Engineers
34%Median salary: $105,670
Higher risk than 60% of other occupations
Food Scientists and Technologists
37%Median salary: $85,310
Higher risk than 72% of other occupations
Recommendations
Skills to Develop
These skills are at risk from AI automation. Aquacultural Managers professionals should diversify beyond them.
- Reading Comprehension
High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Information Ordering
High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
High reliance on Mathematics is a risk area. Consider developing complementary AI-resistant skills to maintain value.
- Mathematics
Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
- Memorization
Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.
Skills to Leverage
These human-centric skills remain difficult for AI to replicate. Double down here.
- Leadership
Leadership is AI-resistant — strengthening this skill provides durable career protection.
- Adaptability/Flexibility
Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.
- Complex Problem Solving
Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.
- Social Perceptiveness
Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.
- Negotiation
Negotiation is AI-resistant — strengthening this skill provides durable career protection.
Tools to Adopt
AI can amplify these skills. Learn the tools that augment rather than replace your work.
- Monitoring
Monitoring will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Critical Thinking
Critical Thinking will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Judgment and Decision Making
Judgment and Decision Making will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Writing
Writing will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
- Active Learning
Active Learning will be enhanced by AI. Develop expertise in using AI tools for this skill to increase productivity.
Score History
Risk score over 3 scoring runs
overall change