Mental Health and Substance Abuse Social Workers

AI Risk Score31%Low Risk

The 31% risk score reflects the overall automation risk of your profession on a scale of 0–100. The higher the score, the more likely parts of your role could be handled by AI, increasing efficiency, but also raising the possibility of job disruption. Nearly all jobs include tasks that are automatable to some degree.

In this role, you 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. Your job is considered Low Risk for AI automation.

Below is your job's AI vulnerability profile with salary trends and employment data, plus detailed breakdowns of tasks, knowledge areas, skills, and abilities. Each item includes AI risk scores and importance ratings to help you prioritize what to focus on. Remember, look for tasks that you can automate in your job to make you more productive, while focus on developing the areas that AI cannot easily automate. Plus, explore the technology section to see what tools and software you'll likely encounter in this role and therefore can look for AI alternatives.

You're already ahead of the curve by checking your risk and exploring your options. This project goes beyond one role, we’re building a global job warning system to help everyone stay ahead of AI. By supporting our research, you’ll unlock your full job profile, including detailed risk breakdowns, trend alerts, and priority access to new research. Supporting our research not only gives you deeper insights into your own role, it helps us keep this project alive for millions of others navigating the future of work, but don't worry, if you are not ready to support us, we provide enough free insights to get you started.

In the meantime explore the sections below, and don't miss the What to do next? section for practical steps you can start today.

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On the job, you would

On-the-job activities and responsibilities that define your role. Each task is analyzed for automation potential and contributes to your overall AI risk assessment.

7/13
Counsel clients or patients regarding personal issues.4.53

Counseling clients on personal issues involves deep emotional understanding and adaptability, which AI cannot replicate.

Collaborate with other professionals to assess client needs or plan treatments.4.39

Collaborating with other professionals to plan treatments involves complex interpersonal communication and shared expertise, challenging for AI to automate.

Maintain client records.4.38Risk

Maintaining client records is a task that can be largely automated through AI systems, though human oversight is still needed.

Refer clients to community or social service programs.3.66

Referring clients to community programs involves understanding individual needs and available resources, which requires human judgment.

Counsel family members of clients or patients.3.94

Counseling family members involves emotional support and understanding, which are not easily replicable by AI.

Modify treatment plans to accommodate client needs.4.15

Modifying treatment plans requires understanding client changes and needs, which involves human judgment and adaptability.

Plan programs to address community health issues.3.61

Planning community programs involves creativity and understanding community dynamics, which are challenging for AI to automate.

Advanced Problem AnalysisRisk
Strategic Decision ImplementationRisk
Complex System OptimizationRisk

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Knowledge

Theoretical knowledge and understanding required for your position. Knowledge areas are evaluated for AI replacement likelihood and factor into your risk score.

8/15

Skills

Practical abilities and competencies you need to perform your job effectively. Skills are assessed for automation vulnerability and help determine your AI risk level.

8/24

Abilities

Innate and learned capabilities that enable you to succeed in your role. Abilities are analyzed for AI replication potential and contribute to your overall risk assessment.

9/28

Technology Used

Tools, software, and technological systems you use in your work.

6/11
Document management software
Desktop publishing software
Medical software
Office suite software
Data base user interface and query software
Electronic mail software
Advanced AI Tools
Machine Learning Platforms
Predictive Analytics Software

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Expert Insights

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Expert comments on the job, click on the expert to see their answers.

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What to do next?

Great news — your role is fairly safe for now, but it's smart to stay proactive. Choose your strategy below:

Recommended for Low Risk:

  • • Upskill: Focus on human-centric skills that AI can't easily replicate (creativity, emotional intelligence, strategic thinking)
  • • Use AI: Learn to leverage AI tools to enhance your productivity and stay ahead of the curve
  • • Stay Alert: Monitor changes in your field to maintain your competitive advantage

Each tab contains curated resources designed to help you take the next step. More resources will be added over time.

Frequently Asked Questions

Based on our analysis, a this role has a 31% AI risk score, which is considered low risk. While some tasks in this role may be automated, the profession as a whole is for now, relatively safe from complete replacement. The key is understanding which specific aspects of your job are most vulnerable, some of which are shown on this page.

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