Paralegals and legal assistants: AI and the work ahead
Search, document summaries and first drafts can be assisted, while reliable case support still requires source checking, organization and careful handling of facts. A plausible legal-looking document is not evidence that a matter has been researched correctly.
Litigation support, corporate transactions and other practice areas organize work differently. The sample has six core tasks and does not describe every specialty or the particular responsibilities assigned by a supervising lawyer.
Compare the duties below with a normal week in your own role. Time
spent, responsibility, employer tools and access to reliable data can
change the picture substantially. Use the personal task audit to
identify those differences.
Task-by-task exposure
We selected 6 of 6 O*NET core
tasks by importance. Importance is an O*NET rating on a 1–5 scale; it
is not the percentage of time spent. The category and explanation are
our interpretation, not an O*NET assessment of AI.
0 routine automation 5 ai-assisted 1 human-led
Reading uncertainty: changing one task by one
category step would put this index at approximately 33–50/100. This is a
sensitivity example, not a statistical confidence interval. Small
score differences are not a sound reason to change careers.
Selected core tasks and our interpretation
Task and source detail
Assessment and reason
Prepare affidavits or other documents, such as legal correspondence, and organize and maintain documents in paper or electronic filing system.
O*NET task 18491 · Importance 4.38/5
Task source: 08/2024 · Rating: 08/2024
AI-assisted
Drafting and organizing supplied documents can be assisted. Facts, required wording, completeness and attorney instructions still need checking before the material is used.
Prepare, edit, or review legal documents, including legislation, briefs, pleadings, appeals, wills, contracts, and real estate closing statements.
O*NET task 23994 · Importance 4.32/5
Task source: 08/2024 · Rating: 08/2024
AI-assisted
A first document or comparison can be generated from relevant inputs. Applicable authority and case-specific consequences make verification central to the full task.
Investigate facts and law of cases and search pertinent sources, such as public records and internet sources, to determine causes of action and to prepare cases.
O*NET task 21062 · Importance 4.06/5
Task source: 08/2024 · Rating: 08/2024
AI-assisted
Search and summarization can help locate leads. Sources may be incomplete, and investigation requires establishing what happened and which authority is actually relevant.
Prepare for trial by performing tasks such as organizing exhibits.
O*NET task 18492 · Importance 3.97/5
Task source: 08/2024 · Rating: 08/2024
AI-assisted
Software can help index and organize exhibits. Trial preparation also requires correct provenance, completeness and coordination with the attorney; the whole duty is not routine automation.
Meet with clients and other professionals to discuss details of cases.
O*NET task 18493 · Importance 3.93/5
Task source: 08/2024 · Rating: 08/2024
Human-led
The work involves eliciting facts and handling a sensitive interaction. Notes can be assisted, while consent, clarification and the professional relationship remain human-led.
Gather and analyze research data, such as statutes, decisions, and legal articles, codes, and documents.
O*NET task 1636 · Importance 3.89/5
Task source: 08/2024 · Rating: 08/2024
AI-assisted
Retrieval can reduce time finding candidate authorities. A person must check the source itself, its jurisdiction and whether the summary accurately represents it.
Routine automation includes conventional configured software; it does
not imply autonomous AI or adoption by every employer. Human-led
allows supporting tools. Vendor links document a capability, not a
validated rating of this complete task. Older task dates are shown
even though the database release is August 2026.
Task wording and importance: O*NET occupation 23-2011.00,
O*NET 31.0 Database
, U.S. Department of Labor, Employment and Training Administration, CC BY 4.0.
Selected and adapted by Career Risk Score; USDOL/ETA has not approved,
endorsed or tested these changes.
What assistance looks like in practice
Hypothetical workflow to illustrate the boundary; not a reported case
study.
A team needs a chronology from a collection of matter documents. An approved assistant proposes dates, people and events. The first useful comparison is between that chronology and the underlying pages, including inconsistent accounts and missing attachments.
What must be checked
Attach a source reference to every material event, verify names and dates, separate allegations from established facts and escalate unresolved contradictions to the supervising lawyer. Use only tools approved for the matter's information.
Practical skills to strengthen
Build a redacted sample chronology with traceable source references.
Learn a document review workflow including search, deduplication and quality checks.
Record how you identified a missing fact or conflicting document and routed it for review.
Changes worth watching
Monitor whether routine document preparation is bundled into the firm's software.
Watch demand for matter coordination, evidence quality and specialist practice knowledge.
There is no supported date when this occupation becomes “safe” or
disappears. Revisit these observations as your tasks and tools change.
Tools behind these capability examples
These are relevant documented capabilities, not endorsements,
adoption statistics or hands-on product reviews. Features depend on
the product, plan and employer configuration. References checked
September 2026.
BLS reports median annual pay of $62,890
in 2025, with 40,800 projected
openings per year on average during 2025–35. Openings include
replacement needs as well as growth; they are not a count of currently
advertised vacancies.
The projected employment change is -0.3%
over ten years. A declining employment total can coexist with replacement openings. It does not by itself explain the cause of decline.
Typical entry education
Associate's degree
Related work experience
None
Typical on-the-job training
None
Case knowledge can transfer to compliance or operations, but authority and credentials differ between occupations. A move into legal practice requires a separate professional route; the shared document work does not remove that barrier.
BLS categories describe typical entry, not a complete qualification
checklist. “None” does not mean no learning is needed. National
medians are not starting salaries; location, sector, experience, hours
and benefits matter. Wage data exclude self-employed earnings. Consult
local job descriptions and relevant credential authorities before
paying for training.
These links identify transferable work and a concrete gap to explore.
They are not guaranteed pathways, “AI-proof” jobs or recommendations
based on a small score difference.
Map evidence to a specific organizational rule and practice explaining an exception without giving unsupported legal conclusions.
BLS typical entry: Bachelor's degree; related experience: None.
10 shared skills among each role's top
12
Writing, Reading Comprehension, Active Listening, Speaking, Critical Thinking, Monitoring, Social Perceptiveness, Complex Problem Solving, Judgment and Decision Making, Time Management.
These broad O*NET skills are selected by importance, with
ties broken by skill ID. Overlap does not measure
proficiency or hiring readiness.
Translate a matter schedule into dependencies, responsibilities and escalation rules for a small nonlegal project.
BLS typical entry: Bachelor's degree; related experience: None.
11 shared skills among each role's top
12
Writing, Reading Comprehension, Active Listening, Speaking, Critical Thinking, Active Learning, Monitoring, Social Perceptiveness, Complex Problem Solving, Judgment and Decision Making, Time Management.
These broad O*NET skills are selected by importance, with
ties broken by skill ID. Overlap does not measure
proficiency or hiring readiness.
Study a document intake process, measure its bottlenecks and propose a change with an implementation plan.
BLS typical entry: Bachelor's degree; related experience: Less than 5 years.
9 shared skills among each role's top
12
Writing, Reading Comprehension, Active Listening, Speaking, Critical Thinking, Monitoring, Social Perceptiveness, Complex Problem Solving, Judgment and Decision Making.
These broad O*NET skills are selected by importance, with
ties broken by skill ID. Overlap does not measure
proficiency or hiring readiness.
Use your own plausible pay figures to explore a move. Both pay fields start
at this occupation's national median so the calculator does not imply a
salary increase. A destination median describes existing workers, not your
likely starting offer.
A fixed-pay illustration in nominal dollars. Unpaid months occur at the
start of preparation; costs are charged at the start. Transition must fit
within the comparison period. Excludes taxes, benefits, raises, inflation,
investment returns and the chance of getting a job. A negative result is
possible. No inputs are saved or sent by this calculator.
Calculation and a worked example
Stay = current pay × years. Move = preparation pay × (preparation years −
unpaid months ÷ 12) + new pay × (years − preparation years) − one-time
cost.
For $60,000 current pay, $70,000 new pay, $50,000 preparation pay, two
years preparing, three unpaid months, $8,000 costs and a ten-year
comparison: stay = $600,000; move = $639,500. The $39,500 difference is a
scenario result, not a forecast. Break-even checks cumulative totals each
month under these same assumptions.
Check the evidence and limits
The index weights these sampled tasks equally. It does not measure
time, adoption, cost savings, unemployment or individual ability. The
examples and transition exercises are editorial inferences. Product
documentation supports the narrower capability described, not the
claim that a whole job can be replaced.
