The Legal Tech Hiring Problem Nobody Wants to Admit
Every law firm is hiring for legal tech and innovation right now. The candidate pool cannot absorb the demand.
That is the reality the market is operating in, and it is worth saying plainly before getting into anything else. Firms are competing for a small group of people who have both the technical fluency and the law firm experience to function in these roles. The search is harder than most hiring partners expect, the timelines are longer, and the candidate profile that firms are building their searches around often does not exist in the numbers they are assuming.
Understanding why requires some history.
The Firms That Started Early Built the Only Real Pipeline
A small number of firms started building out innovation functions roughly a decade ago. But the earliest roots go back further. Fifteen to twenty years ago, the newest frontier in law firm operations was pricing. Firms were navigating the shift to alternative fee arrangements, blended rates, and fixed fees, and someone had to figure out how to model and analyze matter data in ways the industry had never attempted before. Pricing departments became, largely by necessity, the first internal testing ground for collating and interrogating data in a fundamentally different way.
Those teams were small and their mandates were narrow, but the work they were doing — pulling structured insight out of unstructured firm data, building analytical frameworks that partners could actually use — was the earliest iteration of what we now call legal innovation. The professionals who came up through pricing learned something that would prove difficult to teach later: how to translate data-driven thinking into a language that risk-averse, fiscally conservative partners would trust.
Over the following decade, that foundation expanded into knowledge management, process improvement, and early document automation. The teams grew, the mandates broadened, and the professionals inside them spent years navigating law firm culture, learning how to move initiatives through partner committees, developing real fluency with legal workflows, and earning credibility in an environment that does not give it away easily.
A decade-plus later, they are the closest thing the market has to a proven talent pool for senior legal tech and innovation roles. What started in pricing departments and early-stage KM functions has evolved into a small group of internally developed experts, people who understand both the technology and the firm. They are in high demand, they know it, and they are not responding to every search that comes their way.
The firms that did not invest early are now entering a market where the internal pipeline they never built is the one everyone is competing for.
The Job Descriptions Are Part of the Problem
When a firm opens a new legal tech or innovation role, the first instinct is often to look at what competitors are posting and build something similar. The problem is that those competitors are working from the same limited understanding of what the role actually requires, anchored to the same compensation benchmarks, and producing job descriptions that circulate like copies of copies, each one a little less useful than the one before.
ALA salary data, which many firms rely on as a reference point, reflects a market that has already moved. Compensation expectations for these roles have shifted meaningfully, and firms offering packages built on benchmarks from three or four years ago are going to struggle to close candidates who have options.
The knowledge management role is a useful example. KM spent years embedded under library and research functions, and the salary structures reflected that positioning. In many firms, it still does. But KM has been quietly repositioned over the last several years, increasingly integrated with innovation teams or embedded directly in practice groups, carrying strategic responsibility for how knowledge flows across the firm and how it feeds into AI-enabled tools. The scope has changed significantly. The compensation conversation has not kept pace, and that gap is costing firms candidates.
Partners Are Figuring This Out in Real Time Too
There is a version of this conversation that is not useful to have with firm leadership, and it is the one where someone suggests, however gently, that the partners driving these hiring decisions are not actually experts in legal technology. That conversation usually does not go well.
The more useful framing is this: the legal technology landscape is moving fast enough that no one, including the professionals who work in it full-time, has a complete picture. The firms navigating this well are the ones that have accepted that ambiguity and built their hiring process around it. The ones struggling tend to be operating from a level of confidence in their own understanding that the market does not support.
What this produces, in practice, is a hiring committee that knows enough to ask technical questions and not quite enough to evaluate the answers well. It produces scope creep in job descriptions, a wish list that reflects every conversation a managing partner had at a legal tech conference, stacked on top of a role that one person cannot realistically hold. And it produces compensation offers that are misaligned with what candidates at this level are actually willing to move for.
Why Hires From Outside Legal Keep Struggling
The instinct to look outside legal for these roles is right. Given the size of the internal pipeline, it has to be part of the strategy. The issue is that firms often bring in candidates from tech or consulting without fully accounting for the environment they are entering.
Law firms do not move the way technology companies move. Decision-making runs through partner committees and management structures that are not designed for speed. Change management inside a firm requires a particular kind of patience, not the managed patience of someone waiting out a slow process, but the genuine comfort of someone who understands why the process works the way it does and is not personally frustrated by it.
The professionals who come in from outside legal and fail are rarely failing on technical grounds. They are failing because the cultural translation is harder than they anticipated. They are used to organizations that can pivot. Law firms are not those organizations, and for reasons that have more to do with the nature of legal practice and the economics of partnership than with any particular firm's resistance to change. The hire who understands that distinction going in has a fundamentally different trajectory than the one who is still waiting for the firm to become more nimble six months later.
The Playbook Is Being Written Right Now
The honest answer to how firms should be running these searches is that the model is still being developed. There is no established best practice that has been tested across enough firms, over enough years, to be called standard. The early-adopter firms are a cycle ahead, but they are also iterating. Everyone is learning.
What is clear is that the traditional recruiting framework, post the role, screen for credentials, evaluate for culture fit in a late-stage conversation, does not work well here. The candidate pool is too small for passive approaches to generate the right options. The credentials that matter most are not the ones that are easiest to read on paper. And the cultural fit question is not a checkbox at the end of the process; it is one of the primary variables determining whether the hire succeeds.
Firms that approach these searches with realistic expectations about the pool, updated compensation benchmarks, and a genuine openness to candidates who come from outside legal, with the right support structures in place for that transition, are going to be better positioned than the ones still waiting for the unicorn to apply.
The talent exists. It is just not going to look exactly the way the job description assumed it would.
If you are building out a legal tech or innovation team and want a more grounded conversation about what the market actually looks like, you can reach us atonwardrecruiting.com/legal-tech-recruiting.
