Veterinary assistants and laboratory animal caretakers
Embodied skill, frontline presence, or deep institutional judgment. Most insulated.
SOC 31-9096 · Healthcare
Signal composition
how the 0-100 score is assembled
By seniority
multiplicative adjustment from category curve
Entry-level roles carry the brunt because they concentrate the most automatable subset of tasks. Senior work is insulated by judgment, relationships, and accountability.
Task-level analysis
scored 0-100 for current-generation AI feasibility, weighted by BLS-stated importance
Maintain and sterilize surgical instruments and equipment
Involves physical manipulation of varied surgical instruments through cleaning and sterilization equipment, with quality verification; automated sterilization systems exist but require human loading, unloading, verification of sterility indicators, and handling of diverse instrument types.
BLS evidence: The duties section lists 'Maintain and sterilize surgical instruments and equipment' as a typical task.
Monitor and care for animals after surgery
Requires continuous physical presence to observe post-surgical animals for distress, bleeding, or complications, with real-time intervention capability; while monitoring devices can assist, the need for immediate physical response to emergent situations and nuanced behavioral assessment limits full automation.
BLS evidence: The duties section states workers 'Monitor and care for animals after surgery.'
Give medication or immunizations that veterinarians prescribe
Involves physical administration of medications via injection, oral, or topical routes to animals that may resist, requiring dosage verification, proper restraint coordination, and immediate response to adverse reactions; the physical variability and risk management exceed current automation capabilities.
BLS evidence: The duties section states workers 'Give medication or immunizations that veterinarians prescribe.'
Clean and disinfect cages, kennels, and examination and operating rooms
Involves physical cleaning in varied spatial configurations with unpredictable contamination patterns, requiring navigation around equipment and assessment of cleanliness standards; while robotic cleaners exist, the variability of veterinary spaces and need for thoroughness verification limits automation.
BLS evidence: The duties section includes 'Clean and disinfect cages, kennels, and examination and operating rooms' as a regular task.
Move animals during testing and other procedures
Involves safely transporting live animals of varying sizes and temperaments between locations, requiring physical handling, behavioral assessment to prevent escape or injury, and navigation through clinical spaces; the unpredictability of animal behavior and varied physical environments limit robotic automation.
BLS evidence: The page notes 'They also move animals during testing and other procedures.'
Assist in collecting blood, urine, and tissue samples
Requires precise physical manipulation to collect samples from live, potentially uncooperative animals, with real-time adjustment based on animal movement and anatomical variation; demands fine motor control and tactile feedback beyond current robotic capabilities in unstructured veterinary settings.
BLS evidence: The duties section includes 'Assist in collecting blood, urine, and tissue samples' as a regular responsibility.
Prepare equipment and pass surgical instruments to veterinarians during surgery
Requires anticipating surgeon needs, selecting correct instruments from varied sets, and passing them with precise timing and orientation during active surgery on live animals; while surgical robotics exist, the assistant role demands real-time human coordination and adaptability to unexpected surgical developments.
BLS evidence: The page states 'They may prepare equipment and pass surgical instruments and materials to veterinarians during surgery.'
Feed, bathe, and exercise animals
Requires physical interaction with live animals in unpredictable environments, including handling anxious or aggressive animals, fine motor skills for bathing, and real-time judgment about animal behavior and stress levels that current robotics cannot safely manage.
BLS evidence: The duties section lists 'Feed, bathe, and exercise animals' as a primary task performed by these workers.
Help provide emergency first aid to sick and injured animals
Demands rapid physical intervention in unpredictable emergency scenarios with live animals, requiring real-time triage, manual stabilization techniques, wound management, and coordination with veterinarians; the high-stakes, unstructured nature and need for immediate physical action make this essentially unautomatable.
BLS evidence: The duties section includes 'Help provide emergency first aid to sick and injured animals.'
Restrain animals during examination and laboratory procedures
Demands physical restraint of potentially struggling animals with appropriate force calibration to avoid injury while ensuring safety during procedures, requiring real-time tactile feedback and animal behavior reading that AI-robotics systems cannot reliably perform.
BLS evidence: The duties section explicitly states workers 'Restrain animals during examination and laboratory procedures.'
Task heatmap
automation score by task, sorted by weighted contribution
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External signals and sources
category-level priors and BLS fields that feed the four non-task signals
- Karpathy/BLS Digital AI Exposure (0-10 scale rescaled to 0-100)
- BLS projected outlook: Much faster than average (9%)
- Indeed demand signal (monthly refresh pending)
- BLS typical entry-level education: High school diploma or equivalent
- Credential trend signal (annual refresh)
Related in Healthcare
closest AOI neighbors in the same category