Agriculture
Aquaculture Specialists
Low ExposureMedian wage $36,670
Read full reading on Aquaculture Specialists →
AI Exposure · 2026 Reading
Aquaculture Specialists vs Fishing Boat Captains AI Exposure
Two aquatic-industry titles. Both retain low AI-exposure because the work is physical and operationally complex; the split is farmed-fishery work versus wild-catch fisheries.
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The AI-exposure read
Aquaculture Specialists vs Fishing Boat Captains: which is more exposed to AI?
Aquaculture Specialists carries the steeper AI-exposure profile: 31/100 versus Fishing Boat Captains at 20/100. Aquaculture specialists carry weight on farmed-fishery operations: fish farming, shellfish operations, and the controlled-environment aquatic work. Fishing boat captains carry weight on wild-catch fisheries: vessel operation, fishing-mission execution, and the captain-credentialed seat.
Both retain low AI-exposure because the work is physical and credentialed; AI compresses sensor and monitoring tooling only. The fundamentals overlap. Both work in the aquatic-products industry. So the gap between them is structural, not a difference of skill set. On pay, Aquaculture Specialists sit at $36,670 median in the United States; Fishing Boat Captains at $92,460. In both cases the durable move is the same: shift toward the judgment, accountability, and system-design work that current AI tooling cannot absorb.
Pay gap
$55,790
Fishing Boat Captains earn more (+152%)
Exposure gap
11 pts
Aquaculture Specialists more exposed
Lower-risk pick
Fishing Boat Captains
Lower automation exposure
Overlap and Divergence
Where Aquaculture Specialists and Fishing Boat Captains meet, and where they part
Shared traits show where lateral moves between the roles are most plausible and where the same durability strategies apply to both. Divergence points are the structural differences that change the migration paths, the durable skill sets, and the next-six-months moves.
What's the same
Shared structural traits
- Both work in the aquatic-products industry.
- Both face limited AI compression because the work is physical and operationally complex.
- Both retain durability through specialist expertise and on-site work.
What's different
Key divergence points
- Aquaculture specialists carry weight on farmed-fishery operations: fish farming, shellfish operations, and the controlled-environment aquatic work.
- Fishing boat captains carry weight on wild-catch fisheries: vessel operation, fishing-mission execution, and the captain-credentialed seat.
- Both retain low AI-exposure because the work is physical and credentialed; AI compresses sensor and monitoring tooling only.
AI Exposure Spectrum
Where each role sits on the compression curve
The bar below maps the three risk zones AI Career Index uses. The marker for each role shows roughly where its routine-production layer falls under current AI tooling.
Aquaculture Specialists
Fishing Boat Captains
High exposure
Moderate
Low exposure
40 to 60% of routine tasks
20 to 40%
Under 20%
Inside the Work
What Aquaculture Specialists and Fishing Boat Captains actually do
The top task statements each role carries in the O*NET occupation database. The verbatim text comes from the US Department of Labor's structured occupational data, so the gap between these two lists is the structural gap between the two jobs as the labour market formally records them.
A typical week as
Aquaculture Specialists
A typical week for aquaculture specialists mixes routine work with the judgment-bearing work that distinguishes how the role is actually performed. Tooling like Climate FieldView, John Deere See & Spray, Plantix now sits in the day-to-day workflow. The low-exposure reading reflects the role's reliance on judgment, licensure, accountability, or physical presence that current AI tooling cannot substitute.
A typical week as
Fishing Boat Captains
A typical week for fishing boat captains mixes routine work with the judgment-bearing work that distinguishes how the role is actually performed. Tooling like Climate FieldView, John Deere See & Spray, Plantix now sits in the day-to-day workflow. The low-exposure reading reflects the role's reliance on judgment, licensure, accountability, or physical presence that current AI tooling cannot substitute.
Agriculture
Aquaculture Specialists
- Feed and water livestock and monitor food and water supplies.
- Herd livestock to pastures for grazing or to scales, trucks, or other enclosures.
- Examine animals to detect illness, injury, or disease, and to check physical characteristics, such as rate of weight gain.
- Provide medical treatment, such as administering medications and vaccinations, or arrange for veterinarians to provide more extensive treatment.
- Mark livestock to identify ownership and grade, using brands, tags, paint, or tattoos.
O*NET-SOC code · 45-2093.00
Agriculture
Fishing Boat Captains
- Steer and operate vessels, using radios, depth finders, radars, lights, buoys, or lighthouses.
- Direct courses and speeds of ships, based on specialized knowledge of local winds, weather, water depths, tides, currents, and hazards.
- Direct or coordinate crew members or workers performing activities such as loading or unloading cargo, steering vessels, operating engines, or operating, maintaining, or repairing ship equipment.
- Consult maps, charts, weather reports, or navigation equipment to determine and direct ship movements.
- Maintain boats or equipment on board, such as engines, winches, navigational systems, fire extinguishers, or life preservers.
O*NET-SOC code · 53-5021.00
Day-to-Day Work Split
Where AI reaches Aquaculture Specialists and Fishing Boat Captains
The share of each role's tasks AI can speed up by at least half, on its own or with tools built on it, from the peer-reviewed study "GPTs are GPTs" (Science, 2024). The bigger the red and amber, the more exposed the role.
Aquaculture Specialists
0%
14%
86%
Fishing Boat Captains
14%
20%
66%
AI can do directly · Halves the time on its own
AI with tools · With software built on AI
Stays with people · No real speed-up
Role Profiles
Aquaculture Specialists and Fishing Boat Captains side by side
The high-level positioning for each role: category, AI exposure band, and median wage. Use this as the orientation point before reading the structural divergence below.
Also Known As
Alternate titles and US footprint
The alternate titles each role goes by in job listings, plus the size of each role's US labour-market footprint. Useful when the title on a job description does not match either role exactly: the alternate-title list shows which canonical role the listing actually belongs to.
Aquaculture Specialists
Job listings also call this
Aquaculture WorkerVaccine Specialist
US employment
32,810workers
Fishing Boat Captains
Job listings also call this
Boat CaptainCanal Boat CaptainFerry Boat CaptainRiver Boat CaptainShrimp Boat CaptainCharter Boat Captain
US employment
36,850workers
Employment figures are from the US Bureau of Labor Statistics, Occupational Employment and Wage Statistics, May 2025 release. BLS reports employment at the SOC-code level: roles sharing a SOC code share an employment count by definition.
The Verdict
Which one should you pick?
Most readers come here for an answer, not just a comparison. Here is the structural read on which role wins on durability, and which one wins on what each is best at.
For durability
Pick Fishing Boat Captains
Sits further from the routine-production layer AI tooling compresses fastest. The structural exposure is lower, the wage path is more defensible.
For shared skills
Lateral moves are real
Both work in the aquatic-products industry.
If you stay in Aquaculture Specialists
Migrate up the stack
Aquaculture Specialists face more exposure but retain durable migration paths into senior, accountability-bearing seats. The next 6 months of intentional moves matters more than years of tenure.
At-a-Glance Comparison
Aquaculture Specialists vs Fishing Boat Captains on the structural drivers
The dimensions that determine how the two roles diverge under AI: exposure band, US median wage, top durable skill, and the most relevant structural attributes. Each row is sourced from the role's full reading.
At-a-glance comparison
–
Aquaculture Specialists
Fishing Boat Captains
AI exposure score
31 /100
20 /100
Risk band (2026)
Low Exposure
Low Exposure
Real-world AI adoption
< 0.1%
< 0.1%
Tasks AI can speed up
7%
24%
Median annual wage (US)
$36,670
$92,460
Entry-level wage (10th pct)
$27,360
$47,420
Senior wage (75th pct)
$45,700
$127,180
Total US employment
32,810
36,850
Top durable skill
Working with AI scouting and precision-ag tooling as an operator
Crisis response during drought, flood, or disease outbreak
O*NET-SOC code
45-2093.00
53-5021.00
Reviewed by AI Career Index Research · Methodology v3 · 2026 ·Read the methodology →
AI tool overlap
The AI tools actually doing the work in each role
Where the same tool already appears in both workflows, the substitution path is shared. Where they diverge, the compression vectors do too.
Both roles use
Climate FieldView
Field-level data platform for yield analysis, scouting, and prescription mapping.
John Deere See & Spray
Computer-vision system that targets weeds in real time, cutting herbicide use.
Plantix
Image-based pest and disease diagnosis from a phone in the field.
Granular
Farm-management platform with planning, agronomy, and financial tools.
Trimble Ag Software
Precision-ag suite covering guidance, water management, and yield analytics.
Cropwise
Syngenta's AI agronomy platform for variety selection and protection planning.
Aquaculture Specialists and Fishing Boat Captains draw on the same core AI toolset, so the substitution path is shared across both roles.
FAQ
Common questions
Go Deeper
Want the full structural reading?
Each individual role page goes deeper than the comparison view: automation risk, AI tools currently affecting the role, the structural skill map, the 6-month action plan, and the full occupation data block. Read both readings to make a fully informed call between Aquaculture Specialists and Fishing Boat Captains.
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