Animal scientist Animal Scientists
Kod pekerjaan: 19-1011（SOC） Restricted migration (employer-sponsored only) Keseluruhan 5.8/10
A scientist who studies livestock genetics, nutrition, reproduction, growth, and development to improve agricultural productivity and animal health.
Penilaian · Keseluruhan 5.8/10i
In the AI era: what happens to Animal scientist
AI will greatly enhance animal scientists' data analysis and genetic prediction, but core tasks involving animal experimentation, farm management, and ethical judgment remain hard to replace; overall, risks and opportunities coexist.
- Cainthus Product Partial 2017
Replaces animal scientists' work of visually observing and recording animal behavior, health indicators, and feed efficiency in pastures, automating monitoring and providing data-driven decision recommendations.
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Replaces animal scientists' data analysis and prediction work in breeding, nutrition, and disease warnings, providing real-time health scores and breeding optimization recommendations.
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Replaces the work of animal scientists in analyzing DNA sequences and phenotype associations in genetic research, accelerating breeding selection and genetic disease screening.
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Replaced animal scientists' manual tasks of measuring cow body condition, detecting lameness, and weighing on farms, enabling automated health monitoring.
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Replaces animal scientists' daily tasks in poultry research by recording environmental parameters, calculating feed efficiency, and identifying health issues.
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Replaces animal scientists' work in quantitative genetics analyzing large-scale phenotype and genotype data, automatically generating breeding value predictions.
- Automated statistical analysis of animal genetic data and genotype-phenotype association prediction
- Generate experiment reports and literature reviews using natural language processing
- Using computer vision to automatically record and monitor animal behaviour and health status
- Optimised calculation of standard feed formulas (based on known nutritional databases)
- Automatically generate breeding plan recommendations (based on genetic algorithms)
- Use machine learning models to accelerate screening and localization of beneficial trait genes.
- Simulating the impact of different feeding regimes on animal growth using digital twins
- Combining sensor data for precise individual health management (e.g., early disease warning)
- Use AI-assisted design for more complex hybridization experimental plans
- Quickly verify research hypotheses using automated data processing tools
- Operations and ethical decisions in animal experimentation (e.g., surgery, euthanasia)
- Cross-disciplinary communication and collaboration with farm personnel, veterinarians, and policymakers
- Ability to coordinate the translation of lab findings into actual production solutions
- On-the-spot quick judgment in response to sudden animal epidemics or environmental changes
- Deep understanding and compliance with animal welfare regulations and industry standards
- Python/R programming and machine learning frameworks (scikit-learn, TensorFlow)
- Genomics and bioinformatics (e.g., GWAS, gene editing data analysis)
- IoT and sensor technology fundamentals (for animal monitoring)
- Data visualization and reporting (Tableau, Power BI)
- Statistical experiment design and causal inference methods
- Animal welfare and ethical regulations knowledge
Entry-level data analysis, literature review, and other basic skill positions may shrink as AI tools can efficiently complete these tasks; but entry-level roles requiring experimental operation and on-site management experience are less affected.
Animal scientists should proactively master AI tools to enhance research efficiency, e.g., introducing deep learning in genetic breeding to predict genomic selection indices, or using computer vision to replace some manual observation tasks. They must also deepen expertise in irreplaceable areas like animal physiology and behavior, and participate in developing and managing smart farming systems, bridging traditional animal science and digital technology.
Gaji
| Pengalaman | Tahunan (USD) | |
|---|---|---|
| Permulaan (0-3 tahun) | $45,000 ~ $60,000 | Research assistant or entry-level |
| Mid-level (4-7 years) | $60,000 ~ $80,000 | Experienced scientist |
| Senior (8+ years) | $80,000 ~ $110,000 | Senior researcher or supervisor |
Laluan Pendidikan
| Peringkat | Tempoh | Kos (USD) |
|---|---|---|
| Bachelor's degree | 4 tahun | $20,000~$50,000 |
| Master's degree | 2 tahun | $25,000~$60,000 |
| Doctorate | 5 years | $20,000~$35,000 |
Kelayakan
| Kelayakan | Pengeluar | |
|---|---|---|
| Bachelor of Animal Science | U.S. universities | Wajib |
| Doctoral or master's degree. | U.S. universities | Pilihan |
| USDA certification | USDA | Pilihan |
Migrasi
Occupation classification code: 19-1011（SOC）
⚠ This occupation is not on a fast employment-based track and has no points-tested route; however migration is possible via employer sponsorship (H-1B + EB-3, incl. DOL PERM labor certification) — caps and quotas are limited. Refer to the latest USCIS rules.
| Visa | Butiran |
|---|---|
| H-1B H-1B Specialty Occupations | Requires a bachelor's degree or higher, employer sponsorship, limited annual quotas, and is highly competitive. |
| EB-2 Employment-Based Second Preference | Applicable to professionals with a master's or doctoral degree, typically requiring a PERM labor certification. |
| O-1 Individuals with Extraordinary Ability | For outstanding scientists, requires internationally recognized achievements, no labor certification needed. |
Siapa yang sesuai
- Strong interest in animal science, willing to engage in laboratory and field research
- Analytical skills and patience to complete long-term research projects
- Wish to contribute to agricultural sustainability and animal welfare
- People who dislike outdoor or farm work environments
- Impatient with repetitive experimental operations
Prospek kerjaya
Career progression: Research assistant → Independent researcher → Project leader or laboratory director, or transition into biotech R&D management.
Employment outlook for animal scientists in the US is stable, with expected growth of about 6% over the next decade, driven by sustainable agriculture and food safety demands.
Bidang pertumbuhan：
Sustainable AgricultureAnimal WelfareBiotechnologyFood Safety
FAQ
Sumber data
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.