Category Ranking

Legal

Ranking for category: Legal.

Title Examiners, Abstractors, and Searchers systems scene#1High confidenceSystemsTE
Title Examiners, Abstractors, and Searchers

LegalPublic Administration

Title Examiners, Abstractors, and Searchers is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 58% • SOC 23-2093.00

Document review assistantResearch automationDrafting copilot
Overall Risk58%
Exposure58%
Task avg59%
Human reliance42%
Open role profile
Paralegals and Legal Assistants tooling scene#2High confidenceToolingPA
Paralegals and Legal Assistants

LegalProfessional, Scientific, and Technical Services

Paralegals and Legal Assistants is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 45% • SOC 23-2011.00

Document review assistantResearch automationDrafting copilot
Overall Risk45%
Exposure45%
Task avg46%
Human reliance55%
Open role profile
Legal Support Workers, All Other tooling scene#3Low confidenceToolingLS
Legal Support Workers, All Other

LegalPublic Administration

Legal Support Workers, All Other is a hybrid role where automation assists execution but does not fully replace ownership.

Exposure benchmark: 42% • SOC 23-2099.00

Document review assistantResearch automationDrafting copilot
Overall Risk42%
Exposure42%
Task avg43%
Human reliance58%
Open role profile
Judges, Magistrate Judges, and Magistrates workflow scene#4High confidenceWorkflowJM
Judges, Magistrate Judges, and Magistrates

LegalProfessional, Scientific, and Technical Services

Judges, Magistrate Judges, and Magistrates remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 33% • SOC 23-1023.00

Document review assistantResearch automationDrafting copilot
Overall Risk33%
Exposure33%
Task avg34%
Human reliance67%
Open role profile
Administrative Law Judges, Adjudicators, and Hearing Officers systems scene#5High confidenceSystemsAL
Administrative Law Judges, Adjudicators, and Hearing Officers

LegalProfessional, Scientific, and Technical Services

Administrative Law Judges, Adjudicators, and Hearing Officers remains mostly human-led, with selective automation opportunities in support work.

Exposure benchmark: 21% • SOC 23-1021.00

Document review assistantResearch automationDrafting copilot
Overall Risk21%
Exposure21%
Task avg22%
Human reliance79%
Open role profile
Lawyers insight scene#6High confidenceInsightL
Lawyers

LegalPublic Administration

Lawyers is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.

Exposure benchmark: 19% • SOC 23-1011.00

Document review assistantResearch automationDrafting copilot
Overall Risk19%
Exposure19%
Task avg20%
Human reliance81%
Open role profile
Judicial Law Clerks analysis scene#7Low confidenceAnalysisJL
Judicial Law Clerks

LegalProfessional, Scientific, and Technical Services

Judicial Law Clerks is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.

Exposure benchmark: 18% • SOC 23-1012.00

Document review assistantResearch automationDrafting copilot
Overall Risk18%
Exposure18%
Task avg19%
Human reliance82%
Open role profile
Arbitrators, Mediators, and Conciliators insight scene#8High confidenceInsightAM
Arbitrators, Mediators, and Conciliators

LegalProfessional, Scientific, and Technical Services

Arbitrators, Mediators, and Conciliators is currently AI-resistant due to physical, trust-based, or high-judgment responsibilities.

Exposure benchmark: 13% • SOC 23-1022.00

Document review assistantResearch automationDrafting copilot
Overall Risk13%
Exposure13%
Task avg15%
Human reliance87%
Open role profile