Legal Tech & The Job Market Gap — Shivani Joshi on Ek Soch

The Crisis: 70,000 Graduates, Mostly Unemployable

Shivani identifies the core problem with India's legal education system with precision: law degrees provide extensive theoretical knowledge while corporate legal roles demand practical technology skills.

An LLB graduate can recite contract law principles. They cannot design a contract lifecycle management system. They can draft legal documents manually. They cannot automate document generation or create workflows that reduce legal team bottlenecks. They understand data protection legislation. They do not know how to implement data protection systems or use compliance automation tools.

This gap between what law schools teach and what corporations actually hire for has created a surplus of credentialed but unemployable graduates. Seventy thousand law graduates enter the market annually. Most are job-ready only if the job happens to be purely doctrinal legal work — and those jobs are increasingly rare and increasingly automated.

The crisis has created an opportunity for a new category of legal professional: the Legal Business Analyst.

The Emerging Role: Legal Business Analyst

A Legal Business Analyst is a professional who combines legal knowledge with technology skills, domain expertise, and business acumen to solve real problems in corporate legal environments.

When Stratify BA launched last year, there were seven to eight Legal BA positions advertised in India. Today, there are 221 open positions — a growth of more than 2,500 percent in a single year. The growth is driven primarily by India's Data Protection Act (DPDP) and by the rapid expansion of legal tech adoption across corporations.

The role sits at an intersection: someone who understands data protection law and can also design and implement data protection systems. Someone who understands contract management and can also build contract lifecycle workflows. Someone who understands compliance requirements and can also use technology to automate compliance verification.

This role did not exist in law schools when current students were designing their career paths. It exists now because the industry created it. And law schools have not yet adapted their curriculum to prepare graduates for it.

What The Role Actually Demands

The Legal Business Analyst role requires a unique combination of capabilities that law degrees do not provide.

First is technology proficiency: knowledge of legal tech tools, workflow design, automation platforms, and dashboarding. A person in this role must understand how to use software to solve legal problems, not just how to solve problems through legal analysis.

Second is domain expertise in a specific area — data protection, contract lifecycle management, compliance, privacy — rather than general legal knowledge. Generalist knowledge is insufficient. The employer wants someone who combines legal understanding of a specific domain with practical ability to implement solutions in that domain.

Third is AI literacy. The role requires knowing how to use tools like Claude, ChatGPT, and legal-specific platforms like Pramaan appropriately, while understanding their limitations. A Legal BA must know when AI can be trusted and where it fails. For instance, ChatGPT has generated entirely fabricated case citations that were actually used in court filings. A competent Legal BA understands these risks and designs workflows that leverage AI while preventing such failures.

Fourth is communication skill. The Legal BA translates between technical teams and legal teams, presenting analyses and recommendations to both. Without strong communication ability, technical competence alone is insufficient.

Fifth is LinkedIn positioning. In a market with 70,000 annual law graduates competing for positions, visibility matters. A graduate with strong skills but no online presence is invisible to employers actively searching for talent.

Why Law Schools Cannot Teach What Employers Need

Shivani is direct about why traditional legal education falls short: the constraints are structural, not intentional.

An LLB program must cover extensive theoretical foundations — constitutional law, contracts, torts, criminal law, procedure — across three to five years. There is no time in that curriculum to teach legal tech tools, automation platforms, or implementation practices. Adding a course on automation in contracts would require removing a course on established law. The school faces an impossible choice.

Additionally, law schools teach knowledge, not implementation. Students learn to draft documents. They do not learn to design workflows that prevent document drafting errors, or to build systems that catch compliance violations before they become costly problems. The gap between knowing something and being able to implement something is vast, and law school teaches the former but rarely the latter.

Meanwhile, engineering graduates are discovering that legal tech companies will hire them for Legal BA roles because they already understand technology. The engineer can learn domain-specific legal knowledge more easily than a law graduate can learn technology. This creates competition that law graduates are not equipped to face.

The Stratify BA Solution: Intensive Domain-Specific Training

Shivani built Stratify BA specifically to bridge the gap that traditional education leaves open.

The program is a two-month intensive course designed to take a law graduate and make them genuinely job-ready for Legal BA positions. Within the first ten days, students complete LinkedIn profile optimisation so they become visible to recruiters. This alone produces results — students begin receiving interview calls immediately after their profiles are published, before they even complete the course.

The program includes live expert-led classes taught by practitioners actually working in legal tech, not by academics. The focus is on domain-specific skills — not generic business analyst training, but skills specific to legal tech, or to emerging areas like US healthcare law, or to data protection. Generic BA courses do not work because each domain requires different tool applications and domain knowledge.

Critically, the program includes real project implementation, not just certifications. Students work on actual cases, design actual workflows, and build actual dashboards. They do not simply complete modules. They produce work they can show to employers.

Classes are kept small — 10 to 15 students — so students receive personalized attention and feedback. The result is that students begin applying for jobs within 15 days of course start, with many receiving interview calls immediately.

The False Promise of Generic Credentials

Shivani is blunt about credentials that do not produce employment: they are, in her word, "useless."

A law graduate with a certificate in "business analysis" but without domain-specific skills and without real project implementation is indistinguishable from ten thousand other graduates with identical credentials. A certificate in generic BA skills does not communicate that the person can actually do legal tech work.

What employers hire for is demonstrable ability. Can this person design a contract workflow? Has this person actually used legal tech tools? Can this person explain, in detail, how they would approach a specific legal tech problem? Certificates do not demonstrate this. Real work does.

Shivani's advice to law graduates is stark: invest in domain-specific, hands-on training where you will work on real problems. Ignore generic courses and certifications. Focus on visibility and proof of capability, not on accumulating credentials.

Specialisation Over Generalism

One insight Shivani emphasises repeatedly is that specialisation is more valuable than breadth.

A law graduate who is skilled in data protection and can implement data protection systems will find employment more readily than a law graduate with general legal knowledge. The generalist has shallow knowledge of many areas. The specialist has deep knowledge in an area where there is actual employer demand.

The choice to specialise comes early. Before taking Stratify BA, a person must decide: legal tech or US healthcare or compliance automation or data protection. That choice determines which tools they learn, which domain knowledge they develop, and which employers will see them as a relevant candidate.

The difficult part is that this requires choosing before you fully understand what each specialisation involves. But waiting until you understand everything means delaying your career development indefinitely. Shivani's approach is to help people choose based on employer demand and then develop deep competence in that area.

AI as Tool, Not Threat

Shivani addresses directly the anxiety many legal professionals have about AI: that it will replace them.

Her framework is that AI should be viewed as a tool that creates efficiency, not as a job replacement. The Legal BA who can use AI to automate work that previously required manual effort creates value. They do not eliminate themselves. They become more valuable by doing more work, faster, with fewer errors.

However, this requires understanding AI's limitations. ChatGPT is a language model that generates plausible-sounding text, but it sometimes generates text that is completely false — including fake legal citations. These hallucinations have appeared in actual court filings, creating genuine legal problems. A competent Legal BA knows where to trust AI and where to require human verification.

The skill is not in being able to use ChatGPT. It is in knowing how to design systems where AI adds value while preventing the specific failure modes that AI is prone to. This requires both technical understanding and legal judgment.

The Startup That Started by Accident

Shivani's origin story illustrates her core principle: just start.

She did not plan to create Stratify BA. She was focused on her own career in legal tech. But one person she had helped secure a job reached out with a question: would she help them upskill? She said yes. That led to a second person, then a third. Within 48 hours, she had received 100 WhatsApp messages from law graduates asking for training.

The demand was overwhelming. The opportunity was obvious. But it arrived while she was pregnant with her second child — not the "right time" by conventional standards. She chose to start anyway.

That decision created a company that has, within one year, trained graduates who are now working in legal tech roles across India. The lesson she emphasises to women especially is that waiting for the perfect time means waiting forever. The opportunity is now. The constraint is always that now is not convenient. But starting anyway is what creates the actual opportunity to build something meaningful.

The Broader Lesson: Law Graduates Must Upskill

Shivani's message to India's law graduates is clear: your law degree is not sufficient.

This is not a criticism of law degrees. It is a description of market reality. Employers are not hiring based on law degrees alone. They are hiring based on demonstrated ability to do specific work. That ability requires skills that law schools do not teach.

The law graduate who recognises this and invests in domain-specific, hands-on training will be employable. The law graduate who assumes the degree alone is sufficient will enter a crowded market of 70,000 graduates and will struggle to differentiate themselves.

The upskilling does not have to be expensive. It does not have to take years. Intensive, focused training in a specific domain combined with strong LinkedIn positioning can produce employment within months.

The Emerging Roles Beyond Legal BA

The legal tech industry is creating new roles beyond Legal Business Analyst.

Legal Engineer combines law with software engineering — building the platforms and tools that legal teams use. Compliance Analyst applies compliance knowledge to automation and systems design. Privacy Analyst works specifically with privacy law and data protection implementation. Data Protection Officer, a role created by DPDP regulations, requires both legal knowledge and technical understanding of how to implement privacy protections.

All of these roles share a common pattern: they require the blend of legal knowledge and technology skills that traditional law programs do not provide. And all of them are growing in demand.