Not Very Resilient
Last Update: 8/30/2026
AI Resilience Score for Legal Support Workers:
31.8%
Median Score
Meaningful human contribution
Measures the parts of the occupation that still require a human touch. This score averages data from up to four AI exposure datasets, focusing on the role’s resilience against automation.
Low
Long-term employer demand
Predicts the health of the job market for this role through 2034. Using Bureau of Labor Statistics data, it balances projected annual job openings (60%) with overall employment growth (40%).
Low
Sustained economic opportunity
Measures future earning potential and career flexibility. This score is a blend of total projected labor income (67%) and the role’s inherent ability to adapt to economic and technological shifts (33%).
Low
This reflects the reliability of your score based on the number of data sources available for this career and how closely those sources agree on the outlook. A higher confidence means more consistent evidence from labor experts and AI models.
Limited data sources are available, or existing sources show notable disagreement on the outlook for this occupation.
Contributing sources
AI Resilience Report forLegal Support Workers, All Other
$72,110 median salary•4,700 annual openings•SOC Code: 23-2099.00
Legal Support Workers, All Other are less resilient to AI impacts than most occupations, according to our analysis of 3 sources.
Legal support workers are labeled "Not Very Resilient" because the core tasks they handle every day, like researching case law, drafting documents, summarizing files, and reviewing discovery materials, are exactly what AI tools are now doing faster and cheaper. Adoption is moving quickly, with 69% of legal professionals already using generative AI for these same tasks, and courts have even started approving AI tools to make final decisions in document review, which used to be a key human responsibility.
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More career infoAnalysisChatNewsMoreThis role is not very resilient
Legal support workers are labeled "Not Very Resilient" because the core tasks they handle every day, like researching case law, drafting documents, summarizing files, and reviewing discovery materials, are exactly what AI tools are now doing faster and cheaper. Adoption is moving quickly, with 69% of legal professionals already using generative AI for these same tasks, and courts have even started approving AI tools to make final decisions in document review, which used to be a key human responsibility.
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View analysisChat with CoachLatest newsMore career infoAnalysisChatNewsMoreAnalysis of Current AI Resilience
Legal Support Workers
Updated Quarterly
How is AI changing Legal Support Workers jobs?
Legal support workers — the paralegals, legal assistants, and clerks who help lawyers find documents, dig up case law, and prep for trial — are experiencing one of the most visible AI shifts in any white‑collar job. According to the 2026 Legal Industry Report from 8am™, 69% of legal professionals report personally using Generative AI (GenAI) tools such as ChatGPT, Gemini, or Claude for work-related purposes — a dramatic increase from less than one-third (31%) in the 2025 report, as summarized in ABA Law Practice Magazine [1]. The tasks being touched are exactly the ones support workers handle: drafting correspondence (58%), conducting general research (58%), brainstorming (54%), and summarizing documents (47%), with 38% of respondents saving 1-5 hours per week and 14% saving 6-10 hours weekly.
Courts are giving these tools legal blessing too — a DLA Piper alert [2] explains that in Schulte v. LinkedIn Corp. (July 2026), a federal judge permitted LinkedIn's use of Relativity aiR, a generative AI-powered document review tool, in the first federal decision accepting the use of generative AI to make final responsiveness determinations in litigation discovery. Right now this looks mostly like augmentation: AI drafts a first version and humans check the work.
Sources
How fast is AI adoption growing for Legal Support Workers?
Adoption is moving fast because vendor tools are already built for legal workflows and the ROI is easy to see. The Thomson Reuters 2026 AI in Professional Services report [3] found that 77% of professionals expect agentic AI to become central to their workflows by 2030, though while 48% of corporate legal teams support applying agentic AI to their work, 35% remain unsure, reflecting ongoing concerns about governance and responsibility. Labor-market pressure matters too: the U.S. Bureau of Labor Statistics [4] projects that employment of paralegals and legal assistants will show little or no change from 2025 to 2035, though about 40,800 openings are projected each year — meaning growth is flat but the field isn't collapsing.
Encouragingly, Robert Half's 2026 legal hiring analysis [5] reports more than 68,200 job postings for paralegal and legal operations roles, including 24,300 for paralegals, and notes that as AI handles routine work, critical thinking and judgment become more important, not less — someone still needs to spot what the tool got wrong. If you're curious about this career, the humans who supervise AI, protect client confidentiality, and catch mistakes will still be the ones firms need.
Sources
Will AI replace Legal Support Workers?
In part. We think AI will eventually automate a real share of this work, but the skills you build here can carry you further than this one job title.
Legal support work is squarely in AI's crosshairs right now. The tasks that define the role, including drafting correspondence, summarizing documents, and researching case law, are exactly what legal professionals are already offloading to AI tools [1]. A federal court has even approved AI making final decisions in document review [2]. Our scorecard puts this career at a 31.8% AI Resilience Score, and we think that number is honest. Flat employment projections from the BLS [4] reinforce the picture: the field isn't collapsing, but it isn't growing either.
What stays human is the judgment layer: catching what the AI got wrong, protecting client confidentiality, and taking responsibility when the stakes are real. Firms still need people who can do that [5]. The smarter play is to treat this role as a launchpad. The legal knowledge, attention to detail, and workflow experience you gain here translate directly into legal operations, compliance, and contract management, areas where human oversight of AI tools is becoming more valuable, not less. Going in with that longer view makes all the difference.
Sources
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Latest AI news for Legal Support Workers
These articles highlight the profound impact of AI on the legal industry, particularly for "Legal Support Workers, All Other." For instance, the lsj.com.au article emphasizes that AI will significantly reduce entry-level jobs in law firms, reshaping the workforce. Conversely, the Harvard Law article discusses how AI can enhance efficiency and create new roles, suggesting that adaptability is key. By understanding these shifts, students can build resilience in their careers, focusing on skills that complement AI technology rather than compete with it.
AI to slash graduate law jobs over next decade
lsj.com.au • 6/11/2026
The impact of artificial intelligence on the legal industry's junior ranks is fast becoming clear, as major law firms start to reassess...
Governor Newsom signs first-of-its-kind executive order to prepare workers and businesses for potential AI disruption
www.gov.ca.gov • 5/21/2026
What you need to know: Governor Newsom is signing a first-in-the-nation executive order to confront the economic impacts of artificial...
New Report: AI Will Devastate Jobs in Legal, Architectural and Admin Services Over the Next 5 Years
www.golocalprov.com • 3/21/2026
A sobering report from Goldman Sachs paints a bleak picture for the future of many white-collar jobs in the next five years.
Did AI Take Your Job? The Truth About AI Washing.
builtin.com • 3/2/2026
One of the biggest questions raised by artificial intelligence is to what degree it will eliminate jobs, and when that displacement will...
The Impact of Artificial Intelligence on Law Firms’ Business Models
clp.law.harvard.edu • 2/24/2025
Artificial intelligence (AI) is increasingly recognized as a transformative force in the legal industry. For large law firms, the adoption...
More Career Info
Career: Legal Support Workers, All Other
They assist lawyers by organizing documents, researching legal questions, and helping prepare for court cases.
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Employment & Wage Data
Median Wage
$72,110
Jobs (2025)
50,200
Growth (2025-35)
-0.3%
Annual Openings
4,700
Education
Associate's degree
Experience
None
Source: Bureau of Labor Statistics, Employment Projections 2025-2035
