Why the strongest Legal Engineers are defined less by their job titles and more by how they think, experiment and connect law with technology.
HIRING • LEGALTECH AND AI • BY DEALTECHNO
Legal Engineering is becoming one of the most valuable roles in the LegalTech ecosystem. It is also one of the least consistently defined.
A conversation between DealTechno founder Rob Johnson and a Head of Legal Engineering reinforced something we see repeatedly across the market: there is no single perfect Legal Engineer profile.
The strongest candidates are often defined less by the title on their CV and more by their curiosity, practical experience and ability to connect legal expertise with technology.
For founders and hiring teams, that changes where the search should begin.
Legal Engineering is a spectrum
Legal Engineering looks different from one company to the next because the role is shaped by the product, the customer and the company’s stage of growth.
At one end of the spectrum are product-focused Legal Engineers. They work closely with product and engineering teams, test functionality, improve AI outputs and use their legal expertise to influence the roadmap.
At the other end are customer-facing Legal Engineers. They may support demonstrations, implementation and customer success, while translating client feedback into useful product improvements.
Some businesses need one side of the spectrum. Others need someone who can move confidently between both.
Key outcome: Define where the role sits before deciding what the ideal candidate should look like.
Start with the problem, not the job title
One of the easiest mistakes is to begin with a search for people who already have “Legal Engineer” in their title.
That immediately narrows an already small talent pool and can hide strong candidates whose experience sits under a different label.
Before opening the search, founders should be clear about what the person will actually be expected to do.
- Will they improve the product and evaluate AI outputs?
- Will they work directly with customers?
- Will they support sales and product demonstrations?
- Will they lead implementation and adoption?
- Do they need deep expertise in a particular legal practice area?
Once the work is clear, the possible backgrounds become much easier to assess.
Key outcome: Hire against the work the business needs, not a fashionable title.
Curiosity is not the same as enthusiasm
A candidate saying they are interested in AI is not enough.
The strongest Legal Engineers are already experimenting. They use LegalTech products, test AI tools, follow developments in the market and build informed opinions about what works and what does not.
They can explain how AI may change legal work, where its limitations sit and what they have personally done to understand it.
That practical curiosity can be more revealing than the name of a law firm on someone’s CV.
Green flags
- Uses AI and LegalTech products regularly rather than only talking about them.
- Has a genuine point of view on where legal technology is going.
- Can move between legal, technical and commercial conversations.
- Understands that lawyers are customers and that technology must solve a real problem.
Has a clear reason for moving into Legal Engineering.
Red flags
- Interest in AI without depth or hands-on experience.
- No clear opinion on LegalTech or how AI may change legal services.
- Theoretical knowledge with no practical application.
- Treating Legal Engineering only as an escape from legal practice.
- Difficulty holding a credible conversation with senior legal stakeholders.
Key outcome: Curiosity should leave evidence. Look at what candidates use, test, question and contribute.
Experience still matters, but the route can vary
Curiosity does not make experience irrelevant.
Strong Legal Engineers have usually worked in environments where they have solved complex problems, influenced stakeholders and adapted quickly to change.
Their legal background might be in M&A, employment, commercial contracts, privacy or intellectual property. What matters is how they have applied that knowledge and whether they can translate it into better products, workflows or customer outcomes.
Legal Operations is also becoming a strong foundation for Legal Engineering. Professionals who understand legal processes, business systems and technology adoption are often well placed to bridge the gap between legal teams and AI.
Experience with platforms such as Microsoft 365, iManage, NetDocuments, Salesforce or SharePoint can be useful because it shows an understanding of how technology fits into a wider business environment.
Key outcome: Assess how experience has been applied, not whether it arrived through one approved career path.
The best candidates may be hiding under another title
Some of the strongest potential Legal Engineers are lawyers who adopted technology early.
Others are Legal Operations professionals, innovation specialists, solutions consultants, product managers or customer success leaders with strong legal knowledge.
Their job title may not say “Legal Engineer,” but their career may show a consistent movement towards technology, experimentation and better ways of delivering legal work.
Look for the evidence: what they write about, the ideas they share, the tools they test and the problems they choose to solve.
Key outcome: Search by capability, behaviour and direction of travel rather than title alone.
What this means for LegalTech founders
Legal Engineering is moving beyond software implementation and towards wider transformation.
The next generation of Legal Engineers will connect legal, product, commercial and customer teams. They will help shape AI products, influence strategy and rethink how legal work is delivered.
That makes the hiring brief more important than ever.
Founders who chase a perfect CV may wait a long time for a candidate who does not exist. Founders who understand their actual business problem can assess a much broader and more relevant pool of talent.
Key outcome: The best hiring decisions begin with a clear definition of the role and enough flexibility to recognise potential outside the obvious profile.
Final takeaway
There is no perfect Legal Engineer.
The role is evolving too quickly for one fixed profile to remain correct for every company.
Technical knowledge will always matter. But curiosity, adaptability and commercial thinking increasingly separate good Legal Engineers from great ones.
In a market moving this quickly, curiosity is not a nice-to-have. It is one of the clearest predictors of who will keep learning as the role changes.
About DealTechno
Powering LegalTech with exceptional talent.
DealTechno is a specialist recruitment partner for the LegalTech market. We connect ambitious LegalTech companies with exceptional people across legal engineering, GTM, AI, implementation, operations and other specialist roles.
We work across the LegalTech ecosystem, from growing startups to established global technology businesses. Our team speaks every day with the founders, hiring leaders and professionals building, selling and implementing what comes next.
That market access helps us understand how LegalTech roles are changing, where strong talent can be found and what companies need to build effective teams.
Building your LegalTech team? Let’s talk.
Source
· Rob Johnson: Legal Engineering: Curiosity Beats Credentials