Takeover Tracker
29%medium risk

Arbitrators, Mediators, and Conciliators

Facilitate negotiation and conflict resolution through dialogue. Resolve conflicts outside of the court system by mutual consent of parties involved.

Higher risk than 34% of occupations
Checking for existing plan...

How AI Impacts Each Task

20 tasks analyzed

Use mediation techniques to facilitate communication between disputants, to further parties' understanding of different perspectives, and to guide parties toward mutual agreement.

Risk: 40.5%AI: 63.65ObservedTime: 12%

Confer with disputants to clarify issues, identify underlying concerns, and develop an understanding of their respective needs and interests.

Risk: 39.9%AI: 62.3ObservedTime: 12%

Authorize payment of valid claims.

Risk: 80.0%AI: 77EstimatedTime: 2%

Conduct hearings to obtain information or evidence relative to disposition of claims.

Risk: 21.0%AI: 15EstimatedTime: 8%

Rule on exceptions, motions, or admissibility of evidence.

Risk: 41.0%AI: 35EstimatedTime: 5%

Prepare settlement agreements for disputants to sign.

Risk: 84.0%AI: 87EstimatedTime: 6%

Set up appointments for parties to meet for mediation.

Risk: 86.0%AI: 92EstimatedTime: 4%

Prepare written opinions or decisions regarding cases.

Risk: 45.8%AI: 46.95ObservedTime: 8%

Interview claimants, agents, or witnesses to obtain information about disputed issues.

Risk: 27.0%AI: 30EstimatedTime: 8%

Apply relevant laws, regulations, policies, or precedents to reach conclusions.

Risk: 47.0%AI: 50ObservedTime: 8%

Conduct initial meetings with disputants to outline the arbitration process, settle procedural matters such as fees, or determine details such as witness numbers or time requirements.

Risk: 25.0%AI: 25EstimatedTime: 5%

Determine extent of liability according to evidence, laws, or administrative or judicial precedents.

Risk: 43.0%AI: 40EstimatedTime: 5%

Evaluate information from documents such as claim applications, birth or death certificates, or physician or employer records.

Risk: 63.2%AI: 35ObservedTime: 4%

Conduct studies of appeals procedures to ensure adherence to legal requirements or to facilitate disposition of cases.

Risk: 51.0%AI: 60EstimatedTime: 2%

Issue subpoenas or administer oaths to prepare for formal hearings.

Risk: 76.0%AI: 67EstimatedTime: 2%

Research laws, regulations, policies, or precedent decisions to prepare for hearings.

Risk: 48.3%AI: 53.15ObservedTime: 3%

Recommend acceptance or rejection of compromise settlement offers.

Risk: 49.0%AI: 55EstimatedTime: 2%

Organize or deliver public presentations about mediation to organizations such as community agencies or schools.

Risk: 23.0%AI: 20EstimatedTime: 2%

Specialize in the negotiation and resolution of environmental conflicts involving issues such as natural resource allocation or regional development planning.

Risk: 21.0%AI: 15EstimatedTime: 2%

Participate in court proceedings.

Risk: 19.0%AI: 10EstimatedTime: 2%

Skill Impact Analysis

AI-Vulnerable Skills (6)

Reading Comprehension10%

High reliance on Reading Comprehension is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Information Ordering5%

High reliance on Information Ordering is a risk area. Consider developing complementary AI-resistant skills to maintain value.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Memorization5%

Memorization is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Mathematics10%

Mathematics is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

Programming15%

Programming is AI-vulnerable but has moderate importance in this role. AI tools may handle this; focus on higher-value skills.

AI-Resistant Skills (11)

Negotiation85%

Negotiation is AI-resistant — strengthening this skill provides durable career protection.

Adaptability/Flexibility85%

Adaptability/Flexibility is AI-resistant — strengthening this skill provides durable career protection.

Persuasion80%

Persuasion is AI-resistant — strengthening this skill provides durable career protection.

Complex Problem Solving75%

Complex Problem Solving is AI-resistant — strengthening this skill provides durable career protection.

Leadership88%

Leadership is AI-resistant — strengthening this skill provides durable career protection.

Social Perceptiveness90%

Social Perceptiveness is AI-resistant — strengthening this skill provides durable career protection.

Coordination70%

Coordination is AI-resistant — strengthening this skill provides durable career protection.

Service Orientation82%

Service Orientation is AI-resistant — strengthening this skill provides durable career protection.

Recommended Courses

Courses matched to Arbitrators, Mediators, and Conciliators skill gaps, ranked by relevance to your displacement risk profile.

Get personalized recommendations. Answer a few questions about your experience and skills to get course suggestions tailored specifically to you.

Upskill to Reduce Risk

Courses addressing your most AI-vulnerable skills

DataCampbeginner

SQL Fundamentals Skill Track

by DataCamp

21 hours$25/mo4.7Certificate
Addresses vulnerability: Information Ordering

Estimated Impact

-6.9pt risk+$3K/yr salary

AI-Augmentation Tools

Learn to work alongside AI and boost your productivity

Coursera

Creative Writing Specialization

by Wesleyan University

~8 weeks$49/mo4.7Certificate
Enhances AI augmentation: Writing

Estimated Impact

-5.6pt risk+$4K/yr salary

Strengthen Your Edge

Double down on skills AI can't replicate

Courseraintermediate

Negotiation, Mediation, and Conflict Resolution

by ESSEC Business School

40 hours$49/mo4.7Certificate
Strengthens resilience: Negotiation

Estimated Impact

-4.2pt risk+$5K/yr salary

We may earn a commission when you enroll through our links, at no extra cost to you. This helps fund the Takeover Tracker.

Risk reduction and salary impact are estimates based on skill gap analysis, course relevance, and labor market data. Actual results vary by individual circumstance.

Score History

Risk score over 3 scoring runs

+0.8

overall change

Education & Training

Percentage of workers at each education and training level

Education Level

High School Diploma4%
Some College8%
Post-Secondary Certificate8%
Bachelor's Degree24%
Master's Degree20%
Doctoral/Professional Degree16%
Level 1012%
Level 114%
Level 124%

Prior Experience Needed

Work experience required to enter this job

None7%
Up to 1 month4%
3-6 months4%
6 months - 1 year4%
1-2 years15%
2-4 years15%
4-6 years19%
6-8 years7%
8-10 years11%
Over 10 years15%

Training Provided After Hiring

How long it typically takes to learn on the job

None11%
Up to 1 month25%
1-3 months18%
3-6 months21%
6 months - 1 year11%
1-2 years7%
2-4 years4%
4-6 years4%

Related News

Recent articles about AI affecting this occupation

1 articles

Meta's Budget Pressures Threaten Oversight Board Jobs

Meta is considering defunding its independent moderation board due to shifting corporate priorities and budget constraints. This signals further contraction in trust and safety roles as tech giants aggressively cut costs to fund AI development.

PlatformerApr 2

Last scored March 14, 2026 · Based on BLS employment data and O*NET task analysis