Educational, Guidance, School, and Vocational Counselors

Counsel students regarding educational issues, such as course and program selection, class scheduling and registration, school adjustment, truancy, study habits, and career planning.

AI: Fully automatable - AI can fully perform routine academic advising tasks—providing course and program recommendations, optimizing schedules, supporting registration logistics, and offering career planning using data-driven rules and constraint-solving.

Maintain accurate and complete student records as required by laws, district policies, and administrative regulations.

AI: Fully automatable - Maintaining accurate, complete student records is primarily structured administrative work that AI can fully automate, integrate with systems, and keep compliant with policies and regulations.

Provide students with information on topics, such as college degree programs and admission requirements, financial aid opportunities, trade and technical schools, and apprenticeship programs.

AI: Fully automatable - AI can provide up-to-date, tailored information about degree programs, admission requirements, financial aid, and training pathways from authoritative data sources.

Teach classes and present self-help or information sessions on subjects related to education and career planning.

AI: Fully automatable - AI can generate curricula, deliver interactive lessons and information sessions at scale and adapt content in real time, enabling full automation of teaching/presentation tasks.

Refer students to degree programs based on interests, aptitudes, or educational assessments.

AI: Fully automatable - AI can match students to degree programs using interests, aptitude assessments, and program criteria to generate recommended referrals at scale.

Instruct individuals in career development techniques, such as job search and application strategies, resume writing, and interview skills.

AI: Fully automatable - AI can fully instruct career development techniques by providing tailored resume feedback, interview simulations, and job-search strategies at scale.

Prepare reports on students and activities as required by administration.

AI: Fully automatable - AI can aggregate student and activity data, produce formatted reports, and apply required templates and analysis rules reliably and at scale.

Compile and study occupational, educational, and economic information to assist counselees in determining and carrying out vocational and educational objectives.

AI: Fully automatable - AI can compile and analyze occupational, educational, and economic information from multiple data sources to assist in vocational and educational planning.

Provide information for teachers and staff members involved in helping students or graduates identify and pursue employment opportunities.

AI: Fully automatable - AI can compile up-to-date labor market information, generate tailored guidance, and provide resources for teachers and staff at scale, effectively fulfilling the informational role.

Refer qualified counselees to employers or employment services for job placement.

AI: Fully automatable - AI-driven matching and referral systems can reliably identify qualified counselees and forward them to employers or employment services automatically, a capability already in wide use.

Interview clients to obtain information about employment history, educational background, and career goals, and to identify barriers to employment.

AI: Fully automatable - AI can conduct structured intake interviews (text or voice), extract employment/education data, and flag barriers to employment with high accuracy for initial assessment purposes.

Provide crisis intervention to students when difficult situations occur at schools.

AI: Partial - AI can provide rapid triage guidance, scripts, and resource referrals for school crises, but cannot reliably perform real-time, onsite crisis intervention, safety assessment, and acute emotional containment that human responders provide.

Confer with parents or guardians, teachers, administrators, and other professionals to discuss children's progress, resolve behavioral, academic, and other problems, and to determine priorities for students and their resource needs.

AI: Partial - AI can prepare summaries, suggest interventions, and facilitate communication among parents, teachers, and administrators, but cannot fully handle the nuanced, collaborative conflict resolution and relationship work humans perform.

Identify cases of domestic abuse or other family problems and encourage students or parents to seek additional assistance from mental health professionals.

AI: Partial - AI can detect risk indicators in records or communications and prompt referrals or reporting, but cannot take on mandated-reporter responsibilities or the nuanced, contextual assessment of abuse without human oversight.

Counsel individuals to help them understand and overcome personal, social, or behavioral problems affecting their educational or vocational situations.

AI: Partial - AI can deliver evidence-based therapeutic techniques, monitor progress, and offer support, but cannot fully replicate the therapeutic alliance, ethical judgement, and complex risk management provided by human counselors.

Review transcripts to ensure that students meet graduation or college entrance requirements and write letters of recommendation.

AI: Partial - AI can accurately review transcripts against defined requirements, but writing authentic, ethically grounded letters of recommendation requires human knowledge and judgment.

Prepare students for later educational experiences by encouraging them to explore learning opportunities and to persevere with challenging tasks.

AI: Partial - AI can provide encouragement, personalized learning resources and nudges to persevere, but cannot fully replicate sustained human rapport and complex motivational counseling.

Provide special services such as alcohol and drug prevention programs and classes that teach students to handle conflicts without resorting to violence.

AI: Partial - AI can design and deliver standardized prevention and conflict-resolution programs, but cannot fully replace human-led intervention for high-risk or nuanced cases.

Conduct follow-up interviews with counselees to determine if their needs have been met.

AI: Partial - AI can automate follow-up interviews and detect unmet needs or flag concerns, but lacks the clinical judgment and relational sensitivity to fully resolve complex cases.

Plan and promote career and employment-related programs and events, such as career planning presentations, work experience programs, job fairs, and career workshops.

AI: Partial - AI can plan program content, generate promotional materials, and optimize logistics, but cannot fully manage on-the-ground coordination and stakeholder negotiations.

Plan and conduct orientation programs and group conferences to promote the adjustment of individuals to new life experiences, such as starting college.

AI: Partial - AI can design and run virtual orientations and produce materials for adjustment support, but cannot fully replicate in-person facilitation and nuanced emotional support.

Evaluate students' or individuals' abilities, interests, and personality characteristics, using tests, records, interviews, or professional sources.

AI: Partial - AI can administer and score tests and synthesize records to suggest evaluations, but professional interpretation and complex diagnostic judgment remain human responsibilities.

Assess needs for assistance, such as rehabilitation, financial aid, or additional vocational training, and refer clients to the appropriate services.

AI: Partial - AI can analyze intake data and recommend appropriate rehabilitation, financial aid, or training resources, but it lacks the full situational judgment, local eligibility verification, and ethical authority to make final referrals in all cases.

Collaborate with teachers and administrators in the development, evaluation, and revision of school programs and in the preparation of master schedules for curriculum offerings.

AI: Partial - AI can analyze data, propose program revisions and generate master-schedule drafts, but cannot fully perform the collaborative decision-making and political negotiation required.

Observe students during classroom and play activities to evaluate students' performance, behavior, social development, and physical health.

AI: Partial - AI can augment observation through video/behavior analytics to identify patterns, but lacks the full context awareness and ethical/legal judgment to completely replace human observation and assessment.

Establish and enforce administration policies and rules governing student behavior.

AI: Partial - AI can draft and suggest administration policies based on rules and precedents, but cannot fully carry out the human, legal, and ethical responsibilities required to enforce them.

Address community groups, faculty, and staff members to explain available counseling services.

AI: Partial - AI can generate presentation materials and deliver virtual briefings, but in-person outreach, relationship-building, and responsive live engagement with community stakeholders remain human-centered.

Attend meetings, educational conferences, and training workshops and serve on committees.

AI: Partial - AI can attend meetings virtually, take notes, and summarize content, but it cannot fully serve on committees or engage in accountable decision-making and professional networking.

Establish and supervise peer counseling and peer tutoring programs.

AI: Partial - AI can design program structures, training materials, scheduling, and monitoring tools for peer counseling/tutoring, but cannot fully supervise human peer interactions or ensure safeguarding and on-the-ground management.

Plan, direct, and participate in recruitment and enrollment activities.

AI: Partial - AI can automate many recruitment and enrollment tasks (targeting, messaging, scheduling), but planning, directing staff, and nuanced enrollment decisions require human leadership.

Establish contacts with employers to create internship and employment opportunities for students.

AI: Partial - AI can identify target employers and automate outreach and matchmaking, but establishing and nurturing real-world employer relationships and negotiating placements requires human relational work.

Provide disabled students with assistive devices, supportive technology, and assistance accessing facilities, such as restrooms.

AI: Partial - AI can recommend assistive devices, configure supportive technology, and coordinate procurement, but cannot physically provide devices or offer hands-on assistance accessing facilities like restrooms.

Supervise, train, and direct professional staff and interns.

AI: Partial - AI can support training and provide guidance materials or performance analytics, but cannot fully replace human supervision, mentorship, and personnel management responsibilities.

Sponsor extracurricular activities, such as clubs, student organizations, and academic contests.

AI: Partial - AI can plan, promote, manage logistics, and provide materials for extracurriculars, but cannot substitute for institutional sponsorship, human leadership, and in-person oversight.