Farm, fishery and forestry frontline supervisor First-Line Supervisors of Farming, Fishing, and Forestry Workers
職業代碼: 45-1011（SOC） 非技術移民職業 總體 5.3/10
Directly supervise and coordinate activities of agricultural, forestry, aquaculture, and related workers to ensure productivity and safety.
評分 · 總體 5.3/10i
In the AI era: what happens to Farm, fishery and forestry frontline supervisor
Supervisory and administrative tasks for frontline supervisors in agriculture, forestry, and fisheries will be reduced by automation tools, but on-site decision-making and safety coordination are irreplaceable, making the overall risk moderate.
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Replaces precision application tasks previously supervised by agricultural and forestry frontline supervisors; workers only need to confirm application decisions, reducing manual inspection and judgment workload.
↗ 數據來源 -
Replaced agricultural and forestry frontline supervisors' monitoring and scheduling of weeding and spraying operations; robots autonomously decide spraying timing and targets.
↗ 數據來源 -
Replaces daily planting, irrigation, and weeding tasks supervised by frontline supervisors; robots use AI to plan routes and manage resources, reducing human oversight needs.
↗ 數據來源 -
Replaced the irrigation scheduling tasks supervised by frontline supervisors; the system automatically turns irrigation on or off based on soil moisture data, reducing manual inspections and water waste.
↗ 數據來源 -
Replaces front-line supervisor tasks like weeding and crop inspection; robots autonomously identify weeds and mechanically remove them, while collecting crop growth data for remote monitoring by supervisors.
↗ 數據來源 -
Replacing the scheduling, production forecasting, and resource allocation tasks of frontline supervisors, the system automatically generates optimal work plans and highlights risks, reducing manual planning time.
↗ 數據來源
- Shift scheduling and attendance recording (replaced by AI scheduling systems).
- Production data aggregation and report generation (automated data processing)
- Inventory and Material Counting (RFID and Drone Counting)
- Worker performance monitoring and basic feedback (AI analysis of work efficiency)
- Simple quality inspection (computer vision grading)
- Satellite and drone image-based crop health monitoring decisions
- Sensor data analysis for precision fertilization and irrigation
- Use digital twin simulation to optimize production processes
- AI early warning system assists pest and fire prevention and control
- Real-time worker positioning and safety risk warnings
- On-site judgment for handling sudden mechanical failures and natural disasters
- Non-standardized interpersonal communication in coordinating multi-ethnic workers
- Sensory intuition and experiential intervention for abnormal animal behavior
- Follow organic/sustainable certification compliance decisions
- Seasonal labor allocation based on regional knowledge
- Agricultural Internet of Things (IoT) and Sensor Integration
- UAV flight operation and image analysis
- Data analysis and Excel/Python basics
- Precision agriculture software operation (e.g., Cropwise)
- Cross-cultural team management and conflict mediation
- Knowledge of environmental regulations and carbon accounting
Entry-level positions (e.g., technicians, workers) are decreasing due to sensors and automation equipment; promotion to supervisor requires higher technical literacy; entry pathways are narrowing.
Transition from traditional supervision to 'technical supervisor', learning sensors, drones, and data analysis tools, collaborating with agronomists and data scientists, using AI as a decision aid. Also strengthen field experience and safety leadership, moving toward farm manager or sustainable agriculture consultant.
薪資
| 經驗 | 年薪 (USD) | |
|---|---|---|
| 初級（0-3年） | $38,000 ~ $48,000 | Based on BLS data |
| 中級（3-7年） | $48,000 ~ $60,000 | Includes experience and skills |
| Senior (7+ years) | $60,000 ~ $76,000 | Large farm management level |
教育路徑
| 階段 | 時長 | 費用 (USD) |
|---|---|---|
| High school diploma | High school graduation | $0~$0 |
| Short-term training | Several months to 1 year | $1,000~$5,000 |
資格
| 學歷 | 發證機構 | |
|---|---|---|
| Pesticide Applicator License | State agriculture department | 可選 |
| Commercial driver's license | State motor vehicle department | 可選 |
移民
非技術移民職業. Visa pathways depend on matching the specific duties to the right petition category; refer to the latest USCIS rules and the relevant category.
適合對象
- People passionate about agriculture and willing to do outdoor physical work
- People with leadership skills to manage seasonal workers
- Those who prefer office work or a stable environment
- People expecting high salary or rapid career development
職業前景
Can advance from general worker to supervisor, or transition to farm management, agricultural technology consultant, etc.
Affected by automation and trade, employment growth is slow, but retirement replacements will create some job openings.
成長領域：
Slow growthRetirement replacementsAutomation impactSeasonal demand
常見問題
數據來源
Salary ranges are estimates aggregated from public listings on Indeed, Glassdoor, ERI SalaryExpert and the U.S. Bureau of Labor Statistics (BLS OEWS); employment and demand outlook cite the BLS Occupational Outlook and O*NET; visa and migration details follow the latest USCIS work-visa (H-1B / O-1 / L-1) and employment-based green-card (EB-2 / EB-3, incl. DOL PERM labor certification) rules. Figures are indicative only — always refer to the latest official sources.