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Animal Breeders

SOC 45-2021.00Job Zone 2 · Some Preparation

Select and breed animals according to their genealogy, characteristics, and offspring. May require knowledge of artificial insemination techniques and equipment use. May involve keeping records on heats, birth intervals, or pedigrees.

Context coveredBeef and dairy cattle, swine, sheep, horses, poultry, companion animals, aquaculture; AI, embryo transfer, recordkeeping; commercial farms and breed associations.

Sources:O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.SkillsCrosswalkSkillsCrosswalk — O*NET enrichment + adjacency index. Opens in new tab.
Emerging
Entry / Apprentice
  1. Routine animal handling (haltering, restraint, sorting) — perform safely under a senior breeder's review on a commercial ranch.
  2. Estrous detection (visual signs, heat-detection aids) — record accurately on a defined breeding herd.
  3. AI equipment (straws, guns, tanks) — clean, stock, and maintain per the operation's protocol.
  4. Breeding records and identification (tags, tattoos, microchips) — maintain accurately across encounters.
  5. Basic biosecurity (boot baths, clean uniforms, isolation) — apply consistently on the farm.
  6. Stock-handling safety (kick zones, escape routes, weather) — follow without prompting.
  7. Routine pregnancy checks (palpation, ultrasound) — observe and assist a veterinarian.
  8. Semen handling (thawing, transport, storage) — perform per published technique.
  9. Daily feeding and observation on breeding stock — execute reliably with documented notes.
  10. Standard medication administration under directive — perform per protocol with supervision.
Developing
Mid-level / Established
  1. Independent AI on routine breeding herds — perform reliably on cattle, swine, or small ruminants.
  2. Heat-detection and timed-AI programs — execute per the operation's protocol with measurable conception rates.
  3. Pedigree records and breed-association registrations — maintain accurately for a commercial operation.
  4. Bull/buck/boar selection by EPDs, indexes, and pedigree — apply with the breeding plan.
  5. Routine calving, farrowing, or lambing — manage with timely escalation to a vet.
  6. Cross-fence and pasture-mating logistics — plan and execute on a working ranch.
  7. Equipment troubleshooting (tanks, ultrasounds, syringes) — perform with documented checklists.
  8. Junior workers and apprentices — train on safety, recordkeeping, and technique.
  9. Standard health programs (vaccinations, parasite control) — administer per veterinarian's protocol.
  10. Breeding-season production records — maintain and summarize for the manager.
Proficient
Senior / Expert IC
  1. Breeding programs across a herd or stud — design, execute, and adjust on conception, health, and genetic gain.
  2. Embryo transfer and synchronization protocols — lead with veterinarians on elite cows or mares.
  3. Genetic-selection strategies — apply using EPDs, GxE, and crossbreeding plans at herd scale.
  4. Breed-association leadership at the local level — contribute through committees and shows.
  5. Replacement-heifer and gilt programs — design and execute for genetic improvement.
  6. Calving/lambing/farrowing season operations — lead a multi-person crew through the cycle.
  7. Sales and consignment programs — manage from selection through delivery and warranty.
  8. Records systems (CalfBook, PigCHAMP, ranch software) — own end-to-end for the operation.
  9. Continuous-improvement projects (heat-stress, fertility, weaning) — pilot and scale.
  10. Junior breeders and breeding-program staff — supervise across a small team.
Advanced
Lead / Principal / Executive
  1. Strategic breeding plans for a stud, ranch, or multi-farm operation — set direction across years and generations.
  2. Industry partnerships with AI studs, embryo-transfer companies, and veterinary teaching programs — own with sustained outcomes.
  3. Breed-association leadership — hold board or executive roles with measurable program improvements.
  4. Major sales, consignments, and exports — lead at scale with brand-building outcomes.
  5. Genetic improvement programs — direct with quantitative selection tools and benchmarking.
  6. Talent pipelines — build with universities and breed associations to staff the operation and industry.
  7. Capital decisions (genetics inventory, embryo-transfer programs) — own with executive sponsorship.
  8. Disaster planning (disease incursion, weather, market shocks) — lead at operation level.
  9. Industry standards, biosecurity, and welfare programs — advance through committee leadership.
  10. Legacy mentorship and field-shaping standards — institutionalize through training and certification.

AI-at-Work Competency Framework

Sources:Anthropic Economic IndexAnthropic Economic Index — release_2026_03_24. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.
Subscriber feature

Authoritative source data identified for 998 occupations

How a worker at each mastery level uses, directs, and evaluates AI tools in this occupation. Each statement cites its evidence inline; click a citation chip to verify the source.

Emerging
  1. AI-assisted record lookup — queries an AI tool to retrieve basic breed trait summaries and genealogy information, cross-checking results against known herd records before acting on them WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
Developing
  1. Estrus pattern monitoring support — feeds daily behavioral observation logs into an AI assistant to surface timing patterns and flag animals approaching heat, then verifies outputs against direct pen-side observation WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab. Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Feed and supply planning — uses an AI tool to draft purchase schedules and stock forecasts based on herd size and seasonal feeding data, adjusting the outputs with hands-on knowledge of current animal condition.
Proficient
  1. Breeding selection reasoning — directs an AI assistant to cross-reference genealogy records, trait data, and target offspring characteristics to narrow candidate pairings, then applies critical judgment to make the final selection decision Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
  2. Health triage decision support — presents symptom observations to an AI tool to generate a differential list of minor vs. serious ailments, using the output to decide whether to treat in-house or contact a veterinarian WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Semen specimen evaluation — delegates initial review of sire performance data and fertility metrics to an AI tool, retaining authority over final specimen selection based on direct animal knowledge and breeding goals Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Advanced
  1. Herd improvement strategy design — orchestrates an AI assistant through multi-generation trait projection and pedigree analysis, authoring the breeding program objectives and validating AI outputs against observed phenotypic outcomes Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab. WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  2. Monitoring workflow integration — configures AI-based monitoring pipelines that ingest sensor and observation data from pens and yards, setting alert thresholds and interpreting trend reports to guide daily management decisions WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab..
  3. Critical evaluation of AI breeding recommendations — audits AI-generated breeding plans for genetic diversity risks, inbreeding coefficients, and trait trade-offs that automated scoring overlooks, ensuring decisions reflect both data and lived expertise Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab..
Evidence pack
SAFI positioning
Top skill: Critical Thinking
Score: 57.9 / 100
precision: category_estimate
WEF cluster
Technology Use, Monitoring and Control
technology_use_monitoring_control
Sources:WEF Skills TaxonomyWEF Skills Taxonomy 2021 — Building a Common Language for Skills at Work. Opens in new tab.Jadhav & Danve, 2026Skill Automation Feasibility Index — Jadhav & Danve, 2026 (arXiv:2604.06906). Opens in new tab.

Pathsmith Durable Skills Framework

Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Subscriber feature

Ten durable-skill domains mapped to four proficiency/role levels for each occupation. Each statement is aligned to the Pathsmith taxonomy, derived from trusted grounding data and mapped to occupation-specific O*NET tasks and skills.

1Communication8 statements
Emerging
  1. Breeding record communication — documents basic animal weights, growth patterns, and diet observations in written logs using standard farm terminology Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Veterinary contact communication — relays observed symptoms and injury details to veterinarians using clear, factual descriptions during phone or in-person consultation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Customer inquiry communication — explains animal genealogies, traits, and breeding outcomes to prospective buyers using accessible, non-technical language Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Estrus observation reporting — communicates heat cycle findings and timing to farm supervisors or breeding partners through structured verbal or written updates Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Breeding program documentation — produces comprehensive records of semen specimens, selection criteria, and offspring characteristics that support regulatory compliance and business continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Client education communication — conveys care requirements, genetic trait expectations, and health protocols to customers in a manner that builds confidence and repeat business Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Industry knowledge dissemination — presents breeding program outcomes, genetic selection strategies, and animal health data to agricultural associations, buyers, or extension services with authority and clarity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Mentorship communication — coaches junior breeders on observation techniques, record-keeping standards, and client interaction through structured feedback and demonstration Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
2Leadership8 statements
Emerging
  1. Daily care initiative — takes ownership of scheduled feeding, watering, and pen cleaning tasks without requiring direct supervision Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Supply management initiative — identifies depleted feed and medicine stocks and reports procurement needs proactively to farm management Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Breeding schedule coordination — organizes timing of animal selection, semen specimen use, and estrus monitoring to meet planned breeding cycles Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Facility improvement leadership — directs construction or repair of hutches, pens, and fenced yards by organizing materials and labor to meet operational needs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Herd health program leadership — establishes and enforces protocols for injury detection, minor treatment, and veterinary escalation across all animals under care Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Breeding outcome accountability — takes full responsibility for selection decisions, documents rationale, and adjusts strategies based on offspring performance data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Breeding operation strategy — leads long-term genetic improvement programs by setting measurable trait goals, allocating resources, and holding the entire operation accountable to outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Staff development leadership — mentors and evaluates assistant breeders, establishing performance expectations and growth pathways within the breeding operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
3Metacognition8 statements
Emerging
  1. Self-assessment of animal knowledge — identifies personal gaps in understanding of specific species' reproductive biology and seeks targeted learning resources Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Observation accuracy reflection — reviews personal error patterns in detecting estrus or illness symptoms and adjusts attention strategies accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Breeding decision review — evaluates past animal selection choices against offspring outcomes to refine personal decision-making criteria Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Learning strategy adaptation — adjusts approach to studying genealogy records and trait data based on what retention methods produce the most reliable field application Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Applying
  1. Performance monitoring self-evaluation — regularly audits personal record-keeping practices against breeding program goals to identify inconsistencies before they affect outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Skill gap planning — creates deliberate learning plans to address emerging knowledge needs in genetics, nutrition, or veterinary first aid relevant to current breeding stock Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Metacognitive modeling — demonstrates structured self-reflection practices to junior breeders, showing how reviewing one's own decisions leads to improved animal selection and herd outcomes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Cognitive bias identification — recognizes when preference for familiar breeds or traits biases selection decisions and implements systematic criteria to counteract subjective judgment Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
4Critical Thinking8 statements
Emerging
  1. Symptom identification analysis — distinguishes between normal animal behavior and indicators of illness or injury by applying baseline biological knowledge during routine observation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Feed quality evaluation — assesses purchased feed for signs of contamination or degradation before introducing it to animal populations Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Breeding selection analysis — evaluates animal genealogies, weight records, and trait data to identify candidates most likely to produce desired offspring characteristics Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Estrus cycle reasoning — interprets behavioral and physiological cues across multiple animals to determine optimal breeding timing and intervention needs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Genetic trait problem-solving — analyzes multi-generational breeding records to identify hereditary patterns contributing to undesired traits and formulates corrective selection strategies Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Veterinary escalation judgment — differentiates between conditions treatable with on-hand supplies and those requiring professional veterinary intervention, minimizing animal harm and cost Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Complex breeding program evaluation — critically examines entire breeding program logic, testing assumptions about trait inheritance, environmental factors, and selection criteria against observed outcome data Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Evidence-based protocol development — synthesizes biological research, field observations, and outcome records to design breeding and health protocols grounded in verified evidence rather than tradition alone Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
5Collaboration8 statements
Emerging
  1. Veterinary partnership participation — shares accurate, timely animal health observations with veterinarians to support effective collaborative treatment decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Farm team coordination — contributes to shared pen cleaning, feeding, and animal monitoring schedules alongside other farm workers Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Supplier relationship collaboration — works with feed and medicine vendors to ensure consistent stock availability, communicating operational needs clearly and responding to supply changes Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Buyer-breeder collaboration — partners with customers to understand desired animal traits and aligns breeding selection decisions with client specifications Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Cross-functional herd management — collaborates with veterinarians, nutritionists, and farm managers to integrate health, diet, and genetic strategies into a unified breeding program Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Record-sharing collaboration — coordinates with co-breeders and program partners to maintain consistent, shared animal data systems that support joint breeding decisions Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Industry network collaboration — builds and sustains partnerships with agricultural extension services, breed associations, and research institutions to advance shared genetic improvement goals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Conflict navigation in breeding partnerships — mediates disagreements between farm owners, buyers, and co-breeders over selection priorities by facilitating evidence-based discussion and consensus Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
6Character8 statements
Emerging
  1. Animal welfare accountability — fulfills daily feeding, watering, and sanitation duties with consistency and without cutting corners, even when unobserved Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Honest health reporting — accurately documents and reports animal health symptoms, including negative outcomes, without omitting information to avoid accountability Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Ethical breeding practice — selects animals for breeding based on documented traits and welfare considerations rather than convenience or financial shortcuts Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Record integrity — maintains truthful, unaltered weight, diet, and growth records that accurately reflect actual animal conditions over time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Professional accountability — accepts responsibility for breeding decisions that produce unintended outcomes and implements corrective action without deflecting blame Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Client trust maintenance — discloses known health histories, genetic limitations, and realistic trait expectations to buyers rather than overstating animal quality for commercial gain Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Ethical leadership in breeding — advocates for humane treatment standards and responsible genetic practices within the broader agricultural community, even when industry norms fall short Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Integrity under commercial pressure — upholds welfare and accuracy standards when financial incentives or client demands conflict with responsible breeding practices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
7Creativity8 statements
Emerging
  1. Facility adaptation — devises practical modifications to hutches, pens, or yards using available materials to address emerging animal housing needs Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Estrus induction experimentation — applies varied exercise routines and environmental adjustments to explore which methods most effectively induce or hasten estrus in specific animals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Developing
  1. Novel trait combination exploration — experiments with new pairings of breeding stock to pursue offspring characteristics not previously achieved in the existing herd Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Feed and care innovation — tests adjusted diet compositions or care schedules to improve growth patterns or reproductive outcomes based on observed animal responses Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Breeding program design creativity — develops original genetic selection frameworks that integrate multiple trait priorities, genealogical data, and market demand into a coherent breeding strategy Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Problem-solving under resource constraints — generates effective workarounds for equipment shortages, facility limitations, or supply disruptions that maintain breeding program continuity Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Pioneering genetic improvement strategies — introduces innovative breeding methodologies or trait selection criteria that produce measurable advances beyond conventional practices in the operation Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Market differentiation through breeding creativity — develops distinctive breeding programs that produce uniquely valued animal characteristics, creating competitive advantage in sales and customer retention Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
8Growth Mindset8 statements
Emerging
  1. Skill-building in animal biology — actively pursues learning about species-specific reproductive biology and genetics to improve breeding decisions beyond current knowledge Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Feedback acceptance on care practices — receives correction from experienced breeders or veterinarians regarding animal handling or health assessment and applies adjustments without resistance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Setback recovery in breeding outcomes — responds to unsuccessful litters or undesired offspring traits by analyzing contributing factors and modifying selection criteria rather than repeating the same approach Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Continuous record improvement — refines data collection methods for weights, growth patterns, and reproductive cycles based on identified gaps in previous tracking practices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Adaptive learning from veterinary guidance — integrates new treatment protocols and health assessment techniques shared by veterinarians into standard practice, updating prior habits accordingly Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Challenge embrace in complex cases — voluntarily takes on difficult breeding scenarios involving rare traits or challenging health histories as opportunities for skill advancement Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Exceeding
  1. Learning culture cultivation — creates an environment where junior breeders are encouraged to experiment, make mistakes, and learn from outcomes without fear of punitive response Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Industry trend integration — proactively incorporates advances in animal genetics, reproductive technology, and nutrition science into existing breeding programs, modeling continuous professional development Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
9Mindfulness8 statements
Emerging
  1. Attentive animal observation — maintains focused, unhurried attention during daily health and estrus checks to detect subtle behavioral or physiological changes in animals Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Stress regulation during difficult procedures — manages personal anxiety or discomfort when treating minor animal injuries to maintain calm handling that reduces animal distress Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Intentional record-keeping — approaches data entry for animal weights, diets, and growth patterns with deliberate accuracy rather than rushed, routine completion Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Environmental awareness during breeding — monitors facility conditions, animal interactions, and seasonal factors with sustained attention to identify stressors affecting reproductive performance Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Emotional regulation with customer complaints — responds to dissatisfied buyers with composed, present-moment awareness rather than defensiveness, focusing on constructive resolution Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Mindful decision-making under time pressure — maintains deliberate, evidence-based reasoning when making urgent breeding or treatment decisions rather than defaulting to reactive choices Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Intentional leadership presence — brings full attentional awareness to mentoring interactions with junior breeders, noticing learning barriers and adjusting coaching in real time Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
  2. Systemic mindfulness in herd management — sustains broad, simultaneous awareness of multiple animals' health, behavioral, and reproductive states across a large breeding operation without losing individual focus Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
10Fortitude8 statements
Emerging
  1. Physical endurance in daily care — completes demanding feeding, cleaning, and pen maintenance routines consistently across adverse weather conditions and long working hours Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Emotional resilience with animal loss — maintains professional composure and operational continuity when animals die from illness or injury, processing loss without abandoning responsibilities Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Developing
  1. Persistence through failed breeding cycles — continues systematic selection and monitoring efforts after unsuccessful breeding attempts rather than abandoning evidence-based protocols Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Sustained health monitoring vigilance — maintains consistent animal observation routines during extended periods without notable health events, resisting complacency Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Applying
  1. Resilience during disease outbreaks — sustains structured health response protocols across an entire affected herd under high-pressure, high-uncertainty conditions without abandoning established procedures Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Courage in difficult client conversations — delivers honest assessments of poor breeding outcomes or animal health limitations to buyers, even when financial relationships are at risk Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
Exceeding
  1. Long-term program perseverance — sustains commitment to multi-year genetic improvement goals through repeated setbacks, market fluctuations, and environmental challenges without abandoning strategic direction Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab. O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
  2. Crisis leadership fortitude — guides an entire breeding operation through catastrophic events such as disease outbreaks, facility failures, or extreme weather with steady decision-making and visible composure Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.
Sources:Pathsmith Durable SkillsPathsmith Durable Skills Framework — America Succeeds + CompTIA. Opens in new tab.O*NET v30.2O*NET Resource Center — Occupational Information Network, v30.2 (Sept 2025). Opens in new tab.
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Related titles
Animal Breeder · Animal Husbandman · Animal Husbandry Technician · Animal Technician · Artificial Insemination Technician (AI Technician) · Artificial Inseminator · Aviculturist · Bee Breeder · Breeder · Canary Breeder · Cat Breeder · Chicken Fancier
RAPIDS apprenticeships
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O*NET skills
Critical ThinkingJudgment and Decision MakingScienceActive LearningMonitoringComplex Problem SolvingActive ListeningSpeaking
Knowledge domains
Customer and Personal ServiceSales and MarketingAdministration and ManagementBiologyMathematicsAdministrative
Abilities
Near VisionCategory FlexibilityProblem SensitivityDeductive ReasoningSpeech ClarityOral ComprehensionInductive ReasoningInformation OrderingArm-Hand SteadinessFinger Dexterity
Work styles
DependabilityAttention to DetailPerseveranceCautiousnessIntegritySelf-Control
Technology
Document management softwareGraphics or photo imaging softwareDesktop publishing softwareData base user interface and query softwareElectronic mail softwareSpreadsheet softwareInternet browser softwareOffice suite softwareOperating system softwareWord processing software
Tasks · seed anchors for statements
  1. Feed and water animals, and clean and disinfect pens, cages, yards, and hutches.
  2. Observe animals in heat to detect approach of estrus and exercise animals to induce or hasten estrus, if necessary.
  3. Treat minor injuries and ailments and contact veterinarians to obtain treatment for animals with serious illnesses or injuries.
  4. Purchase and stock supplies of feed and medicines.
  5. Select animals to be bred, and semen specimens to be used, according to knowledge of animals, genealogies, traits, and desired offspring characteristics.
  6. Examine animals to detect symptoms of illness or injury.
  7. Build hutches, pens, and fenced yards.
  8. Record animal characteristics such as weights, growth patterns, and diets.
CIP education codes
01.030201.030701.0310

Sources: O*NET v30.2 (CC BY 4.0), SkillsCrosswalk.com, LER.me, Anthropic Economic Index, SAFI (Jadhav & Danve, 2026), WEF Skills Taxonomy 2021, Pathsmith Durable Skills Framework. © 2026 EBSCOed.