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Personal Care Aides

Medium35.97%
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Provide personalized assistance to individuals with disabilities or illness who require help with personal care and activities of daily living support (e.g., feeding, bathing, dressing, grooming, toileting, and ambulation). May also provide help with tasks such as preparing meals, doing light housekeeping, and doing laundry. Work is performed in various settings depending on the needs of the care recipient and may include locations such as their home, place of work, out in the community, or at a daytime nonresidential facility.

The occupation “Personal Care Aides” carries an automation risk of 36.0%, with a calculated base risk of 36.4%. This moderate risk level reflects the nature of the role, which requires both repetitive tasks and personal interaction. Automation is most feasible in the areas where standardized processes are involved. The top three most automatable tasks for personal care aides include preparing and maintaining records of client progress, administering bedside or personal care such as ambulation or hygiene assistance, and performing healthcare-related tasks like monitoring vital signs or medication under supervision. These tasks often involve routine procedures or data entry, which can be efficiently handled by software systems or emerging medical robotics. However, a significant portion of the job remains resistant to automation due to its emphasis on human judgement, interpersonal connections, and adaptability. The most resistant tasks for automation are transporting clients to various locations using a vehicle, planning or preparing nutritious meals for clients and families, and training family members to provide bedside care. These tasks require not only physical presence but also nuanced decision-making, customization, and sensitive communication—areas where current automation technology struggles. They highlight the continued need for human empathy, adaptability, and the ability to respond to dynamic, real-world situations. Bottleneck skills that protect personal care aide jobs from automation include originality, albeit at a relatively low percentage (2.4% and 2.0%). Originality in this context refers to the creative ability to adapt care approaches and problem-solve for unique client needs, devising individualized solutions on the spot. While this skill is not the primary driver of the job, its necessity in certain tasks—like personalized meal planning or teaching family members nuanced care routines—serves as a buffer against wholesale automation. Overall, while some routine functions may be automated over time, the majority of personal care aide responsibilities will likely require skilled human oversight for the foreseeable future.

Filter by Automatable Status
Prepare and maintain records of client progress and services performed, reporting changes in client condition to manager or supervisor.
Partially Automatable
Administer bedside or personal care, such as ambulation or personal hygiene assistance.
Non-Automatable
Participate in case reviews, consulting with the team caring for the client, to evaluate the client's needs and plan for continuing services.
Partially Automatable
Instruct or advise clients on issues, such as household cleanliness, utilities, hygiene, nutrition, or infant care.
Partially Automatable
Care for individuals or families during periods of incapacitation, family disruption, or convalescence, providing companionship, personal care, or help in adjusting to new lifestyles.
Non-Automatable
Perform housekeeping duties, such as cooking, cleaning, washing clothes or dishes, or running errands.
Partially Automatable
Provide clients with communication assistance, typing their correspondence or obtaining information for them.
Partially Automatable
Train family members to provide bedside care.
Partially Automatable
Plan, shop for, or prepare nutritious meals or assist families in planning, shopping for, or preparing nutritious meals.
Partially Automatable
Perform healthcare-related tasks, such as monitoring vital signs and medication, under the direction of registered nurses or physiotherapists.
Partially Automatable
Transport clients to locations outside the home, such as to physicians' offices or on outings, using a motor vehicle.
Non-Automatable

Inspecting Equipment, Structures, or MaterialsMonitoring Processes, Materials, or SurroundingsGetting InformationEstimating the Quantifiable Characteristics of Products, Events, or InformationIdentifying Objects, Actions, and EventsJudging the Qualities of Objects, Services, or PeopleProcessing InformationEvaluating Information to Determine Compliance with StandardsAnalyzing Data or InformationMaking Decisions and Solving ProblemsThinking CreativelyUpdating and Using Relevant KnowledgeDeveloping Objectives and StrategiesScheduling Work and ActivitiesOrganizing, Planning, and Prioritizing WorkPerforming General Physical ActivitiesHandling and Moving ObjectsControlling Machines and ProcessesDocumenting/Recording InformationDrafting, Laying Out, and Specifying Technical Devices, Parts, and EquipmentInterpreting the Meaning of Information for OthersCommunicating with Supervisors, Peers, or SubordinatesCommunicating with People Outside the OrganizationEstablishing and Maintaining Interpersonal RelationshipsAssisting and Caring for OthersSelling or Influencing OthersResolving Conflicts and Negotiating with OthersPerforming for or Working Directly with the PublicCoordinating the Work and Activities of OthersDeveloping and Building TeamsTraining and Teaching OthersRepairing and Maintaining Mechanical EquipmentGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersRepairing and Maintaining Electronic Equipment

Social and Community Service Managers
Medium36.80%
Plan, direct, or coordinate the activities of a social service program or community outreach organization. Oversee the program or organization's budget and policies regarding participant involvement, program requirements, and benefits. Work may involve directing social workers, counselors, or probation officers.
Mental Health Counselors
Medium33.62%
Counsel and advise individuals and groups to promote optimum mental and emotional health, with an emphasis on prevention. May help individuals deal with a broad range of mental health issues, such as those associated with addictions and substance abuse; family, parenting, and marital problems; stress management; self-esteem; or aging.
Rehabilitation Counselors
Medium39.06%
Counsel individuals to maximize the independence and employability of persons coping with personal, social, and vocational difficulties that result from birth defects, illness, disease, accidents, aging, or the stress of daily life. Coordinate activities for residents of care and treatment facilities. Assess client needs and design and implement rehabilitation programs that may include personal and vocational counseling, training, and job placement.
Child, Family, and School Social Workers
Low32.79%
Provide social services and assistance to improve the social and psychological functioning of children and their families and to maximize the family well-being and the academic functioning of children. May assist parents, arrange adoptions, and find foster homes for abandoned or abused children. In schools, they address such problems as teenage pregnancy, misbehavior, and truancy. May also advise teachers.
Healthcare Social Workers
Medium36.16%
Provide individuals, families, and groups with the psychosocial support needed to cope with chronic, acute, or terminal illnesses. Services include advising family caregivers. Provide patients with information and counseling, and make referrals for other services. May also provide case and care management or interventions designed to promote health, prevent disease, and address barriers to access to healthcare.
Mental Health and Substance Abuse Social Workers
Medium37.73%
Assess and treat individuals with mental, emotional, or substance abuse problems, including abuse of alcohol, tobacco, and/or other drugs. Activities may include individual and group therapy, crisis intervention, case management, client advocacy, prevention, and education.
Social and Human Service Assistants
Medium50.51%
Assist other social and human service providers in providing client services in a wide variety of fields, such as psychology, rehabilitation, or social work, including support for families. May assist clients in identifying and obtaining available benefits and social and community services. May assist social workers with developing, organizing, and conducting programs to prevent and resolve problems relevant to substance abuse, human relationships, rehabilitation, or dependent care.
Community Health Workers
Medium39.58%
Promote health within a community by assisting individuals to adopt healthy behaviors. Serve as an advocate for the health needs of individuals by assisting community residents in effectively communicating with healthcare providers or social service agencies. Act as liaison or advocate and implement programs that promote, maintain, and improve individual and overall community health. May deliver health-related preventive services such as blood pressure, glaucoma, and hearing screenings. May collect data to help identify community health needs.
Clinical Nurse Specialists
Medium40.96%
Direct nursing staff in the provision of patient care in a clinical practice setting, such as a hospital, hospice, clinic, or home. Ensure adherence to established clinical policies, protocols, regulations, and standards.
Emergency Medicine Physicians
Medium39.71%
Make immediate medical decisions and act to prevent death or further disability. Provide immediate recognition, evaluation, care, stabilization, and disposition of patients. May direct emergency medical staff in an emergency department.
Psychiatric Technicians
Low21.57%
Care for individuals with mental or emotional conditions or disabilities, following the instructions of physicians or other health practitioners. Monitor patients' physical and emotional well-being and report to medical staff. May participate in rehabilitation and treatment programs, help with personal hygiene, and administer oral or injectable medications.
Licensed Practical and Licensed Vocational Nurses
Low29.14%
Care for ill, injured, or convalescing patients or persons with disabilities in hospitals, nursing homes, clinics, private homes, group homes, and similar institutions. May work under the supervision of a registered nurse. Licensing required.
Home Health Aides
Low19.72%
Monitor the health status of an individual with disabilities or illness, and address their health-related needs, such as changing bandages, dressing wounds, or administering medication. Work is performed under the direction of offsite or intermittent onsite licensed nursing staff. Provide assistance with routine healthcare tasks or activities of daily living, such as feeding, bathing, toileting, or ambulation. May also help with tasks such as preparing meals, doing light housekeeping, and doing laundry depending on the patient's abilities.
Nursing Assistants
Low27.74%
Provide or assist with basic care or support under the direction of onsite licensed nursing staff. Perform duties such as monitoring of health status, feeding, bathing, dressing, grooming, toileting, or ambulation of patients in a health or nursing facility. May include medication administration and other health-related tasks. Includes nursing care attendants, nursing aides, and nursing attendants.
Psychiatric Aides
Low20.31%
Assist mentally impaired or emotionally disturbed patients, working under direction of nursing and medical staff. May assist with daily living activities, lead patients in educational and recreational activities, or accompany patients to and from examinations and treatments. May restrain violent patients. Includes psychiatric orderlies.
Occupational Therapy Aides
Low32.90%
Under close supervision of an occupational therapist or occupational therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing patient and treatment room.
Physical Therapist Aides
Low24.73%
Under close supervision of a physical therapist or physical therapy assistant, perform only delegated, selected, or routine tasks in specific situations. These duties include preparing the patient and the treatment area.
First-Line Supervisors of Personal Service Workers
Medium49.25%
Supervise and coordinate activities of personal service workers.
Childcare Workers
Low24.64%
Attend to children at schools, businesses, private households, and childcare institutions. Perform a variety of tasks, such as dressing, feeding, bathing, and overseeing play.
Nannies
Low32.39%
Care for children in private households and provide support and expertise to parents in satisfying children's physical, emotional, intellectual, and social needs. Duties may include meal planning and preparation, laundry and clothing care, organization of play activities and outings, discipline, intellectual stimulation, language activities, and transportation.
Funeral Home Managers
Medium40.71%
Plan, direct, or coordinate the services or resources of funeral homes. Includes activities such as determining prices for services or merchandise and managing the facilities of funeral homes.
Orderlies
Low22.50%
Transport patients to areas such as operating rooms or x-ray rooms using wheelchairs, stretchers, or moveable beds. May maintain stocks of supplies or clean and transport equipment. Psychiatric orderlies are included in Psychiatric Aides.
Animal Caretakers
Medium38.26%
Feed, water, groom, bathe, exercise, or otherwise provide care to promote and maintain the well-being of pets and other animals that are not raised for consumption, such as dogs, cats, race horses, ornamental fish or birds, zoo animals, and mice. Work in settings such as kennels, animal shelters, zoos, circuses, and aquariums. May keep records of feedings, treatments, and animals received or discharged. May clean, disinfect, and repair cages, pens, or fish tanks.
Embalmers
Low12.34%
Prepare bodies for interment in conformity with legal requirements.
Crematory Operators
Low18.75%
Operate crematory equipment to reduce human or animal remains to bone fragments in accordance with state and local regulations. Duties may include preparing the body for cremation and performing general maintenance on crematory equipment. May use traditional flame-based cremation, calcination, or alkaline hydrolysis.
Funeral Attendants
Low16.52%
Perform a variety of tasks during funeral, such as placing casket in parlor or chapel prior to service, arranging floral offerings or lights around casket, directing or escorting mourners, closing casket, and issuing and storing funeral equipment.
Morticians, Undertakers, and Funeral Arrangers
Low31.34%
Perform various tasks to arrange and direct individual funeral services, such as coordinating transportation of body to mortuary, interviewing family or other authorized person to arrange details, selecting pallbearers, aiding with the selection of officials for religious rites, and providing transportation for mourners.
Residential Advisors
Medium41.88%
Coordinate activities in resident facilities in secondary school and college dormitories, group homes, or similar establishments. Order supplies and determine need for maintenance, repairs, and furnishings. May maintain household records and assign rooms. May assist residents with problem solving or refer them to counseling resources.
Ambulance Drivers and Attendants, Except Emergency Medical Technicians
Low11.24%
Drive ambulance or assist ambulance driver in transporting sick, injured, or convalescent persons. Assist in lifting patients.

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