One platform for universities, quant societies, bootcamps, and funds to run structured quant interview prep — and see exactly who's ready.
The problem
Quant prep usually happens in fragments: society sessions, shared PDFs, Discord threads, spreadsheets, and individual question banks. Institutions can sponsor the effort, but they rarely get a clear picture of readiness, progress, or skill gaps.
Institutional features
LeetQuidity gives programme leads the operating layer missing from self-directed prep: live readiness analytics, simple admin controls, and exportable evidence of progress.
See who is active, who is improving, and who is falling behind.
Let every stakeholder manage the programme without consuming learner seats.
Turn student activity into evidence your team can share.
Admin preview
A single dashboard that shows who's on track, who's at risk, and exactly where your cohort needs attention.
Cohort readiness overview
Active learners
142
of 210 enrolled
Activated
68%
Median readiness
A−
Median completion
54%
91
Active this week
17
Inactive >14 days
Readiness: A− median
Top quartile: A+ · Bottom quartile: C+
Cohort bottleneck
Conditional probability and Bayes are limiting 43% of active learners.
Recommended action
Assign Bayes & Conditional Probability Core to this cohort.
What your learners get
Every question carries a worked answer, difficulty, and target time, tagged by firm — and every attempt feeds the readiness analytics your team sees above.
2,400+
Interview-style questions with worked answers
100+
Video lessons across the curriculum
2
Complete career tracks: trading and research
8
Core skill areas, from probability to market making
Use cases
Careers and employability teams set structured prep, see which students engage, and report measurable progress across the year.
Replace the Notion pages, Discord threads, and spreadsheets with one structured programme your whole committee can actually run.
Enrol each cohort, assign work week by week, and show measurable improvement from intake to interview-ready.
Benchmark candidates against a common bar and train out weak topics before they enter the interview loop.
Licensing
Whether you're running a society with 20 members or a university programme with 500 students, LeetQuidity scales with your needs.
For quant clubs and student societies starting a structured prep programme.
For universities and careers teams supporting quant recruiting outcomes.
Security & data protection
Student data is handled with the controls your security and legal teams expect — documented, verifiable, and ready for vendor review.
Article 28 data processing agreement covering controller–processor terms, technical and organisational measures, and retention.
A maintained list of every vendor that touches learner data, verified against the codebase — no hidden analytics or ad tech.
Completed Higher Education Community Vendor Assessment for university security and procurement reviews.
Self-serve account export and erasure, backed by a documented account-lifecycle policy and automated PII retention purges.
TLS in transit, encryption at rest, and Postgres row-level security enforced on every learner-data table — proven by automated negative-control tests.
Need our DPA, subprocessor list, or HECVAT Lite for a vendor review? Request them below — we respond within one business day.
Request access
Tell us about your programme and we'll set up a pilot or full license tailored to your needs.
FAQ
Most institutions start with a pilot — a society pilot, campus licence, or team licence depending on who you are. We size the licence to your cohort, so tell us roughly how many learners you expect and we will propose terms that fit.
Days, not months. Students join through invite links or approved email domains, and you organise them into cohorts with roles, assignments, and deadlines from the admin dashboard — no IT project required.
No. Admin seats are separate from paid learner seats, so careers teams, professors, instructors, and society leads can manage the programme without consuming a student place.
Students sign in with their email by default — no passwords to manage. SAML single sign-on through your identity provider is available for institutional deployments, routed by your email domain.
Programme admins see progress and activity for their own cohorts only, and self-serve data export and deletion are live for every account. Our DPA, subprocessor list, and HECVAT Lite are available for your vendor review on request.
Yes. One organisation can run as many cohorts as it needs — by year group, society intake, or programme — each with its own invites, assignments, deadlines, and reporting.
LeetQuidity gives your institution clarity on who's ready, who's improving, and where to focus next.