AI Risk Logo

Preventive Medicine Physicians

Medium44.14%
Salary Range
Low (10th %)$66,260
Median$236,000
High (90th %)$--

AI Prompt Guides for Preventive Medicine Physicians

Unlock expert prompt guides tailored for this Preventive Medicine Physicians. Get strategies to boost your productivity and results with AI.

AI Prompt Tool for Preventive Medicine Physicians

Experiment with and customize AI prompts designed for this occupation. Try, edit, and save prompts for your workflow.

Apply knowledge of general preventive medicine and public health issues to promote health care to groups or individuals, and aid in the prevention or reduction of risk of disease, injury, disability, or death. May practice population-based medicine or diagnose and treat patients in the context of clinical health promotion and disease prevention.

The occupation "Preventive Medicine Physicians" has an automation risk of 44.1%, which closely aligns with the base risk of 45.0%. This moderate risk reflects the balance between tasks that can be automated and those that rely heavily on human judgment, creativity, and interpersonal skills. Many administrative and analytical duties—such as data review and risk identification—are increasingly being managed by sophisticated artificial intelligence and data analytics systems, which improves workflow efficiency and reduces manual errors. However, a significant portion of a preventive medicine physician’s professional responsibility involves decision-making and adaptation to complex, context-dependent scenarios, which are less amenable to automation. Among the most automatable tasks in this occupation are managing prevention programs in specialized medical fields, reviewing comprehensive patient histories with a focus on occupational or environmental risks, and identifying population groups at risk for certain preventable diseases or injuries. These tasks are procedural and data-driven, meaning much of the routine collection, sorting, and initial analysis can be performed by AI algorithms or digital platforms. Automation in these areas helps streamline data processing and enhances the scalability of prevention strategies, allowing physicians to allocate more attention to higher-order functions that still require expert insight. Nevertheless, the core value of preventive medicine physicians is preserved through several highly automation-resistant tasks. Delivering presentations to diverse audiences, developing or implementing interventions targeting behavioral causes of disease, and designing or evaluating complex health service delivery systems are all tasks that demand a high degree of originality, empathy, and adaptability—qualities that current AI systems are limited in replicating. Bottleneck skills such as originality, with scores of 3.6% and 4.0%, underscore the occupation’s dependence on nuanced problem-solving and innovative thinking. These skills create essential barriers to full automation, ensuring that preventive medicine physicians maintain a pivotal role in shaping and guiding public health interventions and systems.

Filter by Automatable Status
Direct or manage prevention programs in specialty areas such as aerospace, occupational, infectious disease, and environmental medicine.
Partially Automatable
Document or review comprehensive patients' histories with an emphasis on occupation or environmental risks.
Partially Automatable
Identify groups at risk for specific preventable diseases or injuries.
Partially Automatable
Perform epidemiological investigations of acute and chronic diseases.
Partially Automatable
Supervise or coordinate the work of physicians, nurses, statisticians, or other professional staff members.
Non-Automatable
Design or use surveillance tools, such as screening, lab reports, and vital records, to identify health risks.
Partially Automatable
Evaluate the effectiveness of prescribed risk reduction measures or other interventions.
Partially Automatable
Provide information about potential health hazards and possible interventions to the media, the public, other health care professionals, or local, state, and federal health authorities.
Partially Automatable
Teach or train medical staff regarding preventive medicine issues.
Partially Automatable
Coordinate or integrate the resources of health care institutions, social service agencies, public safety workers, or other organizations to improve community health.
Partially Automatable
Prepare preventive health reports, including problem descriptions, analyses, alternative solutions, and recommendations.
Partially Automatable
Design, implement, or evaluate health service delivery systems to improve the health of targeted populations.
Partially Automatable
Develop or implement interventions to address behavioral causes of diseases.
Partially Automatable
Deliver presentations to lay or professional audiences.
Non-Automatable
Direct public health education programs dealing with topics such as preventable diseases, injuries, nutrition, food service sanitation, water supply safety, sewage and waste disposal, insect control, and immunizations.
Partially Automatable

Monitoring Processes, Materials, or SurroundingsGetting InformationEstimating the Quantifiable Characteristics of Products, Events, or InformationInspecting Equipment, Structures, or MaterialsJudging 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 ProcessesOperating Vehicles, Mechanized Devices, or EquipmentWorking with ComputersIdentifying Objects, Actions, and EventsDocumenting/Recording InformationInterpreting 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 OthersGuiding, Directing, and Motivating SubordinatesCoaching and Developing OthersProviding Consultation and Advice to OthersPerforming Administrative ActivitiesStaffing Organizational UnitsMonitoring and Controlling ResourcesRepairing and Maintaining Electronic EquipmentRepairing and Maintaining Mechanical EquipmentDrafting, Laying Out, and Specifying Technical Devices, Parts, and Equipment

Epidemiologists
Medium47.47%
Investigate and describe the determinants and distribution of disease, disability, or health outcomes. May develop the means for prevention and control.
Physician Assistants
Medium41.05%
Provide healthcare services typically performed by a physician, under the supervision of a physician. Conduct complete physicals, provide treatment, and counsel patients. May, in some cases, prescribe medication. Must graduate from an accredited educational program for physician assistants.
Registered Nurses
Medium37.38%
Assess patient health problems and needs, develop and implement nursing care plans, and maintain medical records. Administer nursing care to ill, injured, convalescent, or disabled patients. May advise patients on health maintenance and disease prevention or provide case management. Licensing or registration required.
Acute Care Nurses
Medium35.99%
Provide advanced nursing care for patients with acute conditions such as heart attacks, respiratory distress syndrome, or shock. May care for pre- and post-operative patients or perform advanced, invasive diagnostic or therapeutic procedures.
Advanced Practice Psychiatric Nurses
Medium38.93%
Assess, diagnose, and treat individuals and families with mental health or substance use disorders or the potential for such disorders. Apply therapeutic activities, including the prescription of medication, per state regulations, and the administration of psychotherapy.
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.
Nurse Practitioners
Medium43.76%
Diagnose and treat acute, episodic, or chronic illness, independently or as part of a healthcare team. May focus on health promotion and disease prevention. May order, perform, or interpret diagnostic tests such as lab work and x rays. May prescribe medication. Must be registered nurses who have specialized graduate education.
Cardiologists
Medium38.46%
Diagnose, treat, manage, and prevent diseases or conditions of the cardiovascular system. May further subspecialize in interventional procedures (e.g., balloon angioplasty and stent placement), echocardiography, or electrophysiology.
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.
Family Medicine Physicians
Medium43.08%
Diagnose, treat, and provide preventive care to individuals and families across the lifespan. May refer patients to specialists when needed for further diagnosis or treatment.
General Internal Medicine Physicians
Medium37.53%
Diagnose and provide nonsurgical treatment for a wide range of diseases and injuries of internal organ systems. Provide care mainly for adults and adolescents, and are based primarily in an outpatient care setting.
Obstetricians and Gynecologists
Medium36.09%
Provide medical care related to pregnancy or childbirth. Diagnose, treat, and help prevent diseases of women, particularly those affecting the reproductive system. May also provide general care to women. May perform both medical and gynecological surgery functions.
Pediatricians, General
Medium39.09%
Diagnose, treat, and help prevent diseases and injuries in children. May refer patients to specialists for further diagnosis or treatment, as needed.
Psychiatrists
Medium38.90%
Diagnose, treat, and help prevent mental disorders.
Allergists and Immunologists
Medium38.37%
Diagnose, treat, and help prevent allergic diseases and disease processes affecting the immune system.
Physical Medicine and Rehabilitation Physicians
Medium37.64%
Diagnose and treat disorders requiring physiotherapy to provide physical, mental, and occupational rehabilitation.
Pediatric Surgeons
Low27.78%
Diagnose and perform surgery to treat fetal abnormalities and birth defects, diseases, and injuries in fetuses, premature and newborn infants, children, and adolescents. Includes all pediatric surgical specialties and subspecialties.
Naturopathic Physicians
Medium34.38%
Diagnose, treat, and help prevent diseases using a system of practice that is based on the natural healing capacity of individuals. May use physiological, psychological or mechanical methods. May also use natural medicines, prescription or legend drugs, foods, herbs, or other natural remedies.
Paramedics
Low19.23%
Administer basic or advanced emergency medical care and assess injuries and illnesses. May administer medication intravenously, use equipment such as EKGs, or administer advanced life support to sick or injured individuals.
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.
Medical and Health Services Managers
Medium49.14%
Plan, direct, or coordinate medical and health services in hospitals, clinics, managed care organizations, public health agencies, or similar organizations.
Clinical Research Coordinators
Medium49.27%
Plan, direct, or coordinate clinical research projects. Direct the activities of workers engaged in clinical research projects to ensure compliance with protocols and overall clinical objectives. May evaluate and analyze clinical data.
Coroners
Low30.77%
Direct activities such as autopsies, pathological and toxicological analyses, and inquests relating to the investigation of deaths occurring within a legal jurisdiction to determine cause of death or to fix responsibility for accidental, violent, or unexplained deaths.
Health Informatics Specialists
Medium49.02%
Apply knowledge of nursing and informatics to assist in the design, development, and ongoing modification of computerized health care systems. May educate staff and assist in problem solving to promote the implementation of the health care system.
Medical Scientists, Except Epidemiologists
Medium45.59%
Conduct research dealing with the understanding of human diseases and the improvement of human health. Engage in clinical investigation, research and development, or other related activities.
Occupational Health and Safety Specialists
Medium45.89%
Review, evaluate, and analyze work environments and design programs and procedures to control, eliminate, and prevent disease or injury caused by chemical, physical, and biological agents or ergonomic factors. May conduct inspections and enforce adherence to laws and regulations governing the health and safety of individuals. May be employed in the public or private sector.
Occupational Health and Safety Technicians
Medium49.25%
Collect data on work environments for analysis by occupational health and safety specialists. Implement and conduct evaluation of programs designed to limit chemical, physical, biological, and ergonomic risks to workers.
Health Education Specialists
Medium44.56%
Provide and manage health education programs that help individuals, families, and their communities maximize and maintain healthy lifestyles. Use data to identify community needs prior to planning, implementing, monitoring, and evaluating programs designed to encourage healthy lifestyles, policies, and environments. May link health systems, health providers, insurers, and patients to address individual and population health needs. May serve as resource to assist individuals, other health professionals, or the community, and may administer fiscal resources for health education programs.
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.
Health Specialties Teachers, Postsecondary
Medium41.34%
Teach courses in health specialties, in fields such as dentistry, laboratory technology, medicine, pharmacy, public health, therapy, and veterinary medicine.
Dietitians and Nutritionists
Medium47.32%
Plan and conduct food service or nutritional programs to assist in the promotion of health and control of disease. May supervise activities of a department providing quantity food services, counsel individuals, or conduct nutritional research.
Pharmacists
Medium49.30%
Dispense drugs prescribed by physicians and other health practitioners and provide information to patients about medications and their use. May advise physicians and other health practitioners on the selection, dosage, interactions, and side effects of medications.
Veterinarians
Low30.46%
Diagnose, treat, or research diseases and injuries of animals. Includes veterinarians who conduct research and development, inspect livestock, or care for pets and companion animals.
Medical Dosimetrists
Medium49.20%
Generate radiation treatment plans, develop radiation dose calculations, communicate and supervise the treatment plan implementation, and consult with members of radiation oncology team.
Dietetic Technicians
Medium45.45%
Assist in the provision of food service and nutritional programs, under the supervision of a dietitian. May plan and produce meals based on established guidelines, teach principles of food and nutrition, or counsel individuals.
Health Information Technologists and Medical Registrars
Medium57.81%
Apply knowledge of healthcare and information systems to assist in the design, development, and continued modification and analysis of computerized healthcare systems. Abstract, collect, and analyze treatment and followup information of patients. May educate staff and assist in problem solving to promote the implementation of the healthcare information system. May design, develop, test, and implement databases with complete history, diagnosis, treatment, and health status to help monitor diseases.
Genetic Counselors
Medium46.63%
Assess individual or family risk for a variety of inherited conditions, such as genetic disorders and birth defects. Provide information to other healthcare providers or to individuals and families concerned with the risk of inherited conditions. Advise individuals and families to support informed decisionmaking and coping methods for those at risk. May help conduct research related to genetic conditions or genetic counseling.

AI Readiness Accelerator

A practical course designed for small and medium businesses to master AI and automation. Learn how to identify opportunities, implement AI tools, and streamline your operations for a future-proof business. No technical background required!

Learn More

AI Prompt Guides

Unlock industry- and job-specific prompt guides to get the most out of AI tools. Our guides are tailored for your sector and role, helping you craft effective prompts for real-world results. Stay ahead with expert strategies!

Browse Guides

AI Prompt Tool

Find, try, and share expert prompts and automations for key jobs and tasks. Access a growing library from our experts and the community, and test prompts with your own data. Discover new ways to automate and innovate!

Try the Tool