Leland+ Content Library

Quantitative Finance Career Guide

A starter guide for careers, skills, and companies related to quantitative finance.

S&T Interview Prep: Bond Market Fundamentals

A review of bond market fundamentals, covering key concepts and resources to build a strong fixed income foundation.

Sales & Trading Interview Prep

A concise guide to help you sharpen your pitch, talk markets confidently, and stand out in Sales & Trading interviews.

How to Become an AI Leader At Your Company

AI leadership isn’t just about technical expertise—it’s about influence, strategy, and execution. In this session, expert Leland coach and AI Program Director at Fabletics Logan K. will break down how to position yourself as a trusted AI leader within your organization, regardless of your formal role. You’ll learn how to identify high-impact opportunities, communicate AI value to stakeholders, and drive adoption responsibly and effectively.

Navigating the MBA Waitlist Process

We will discuss how to navigate the waitlist process for MBA programs. While it is quite frustrating to not have closure after your decision, there is still hope! I will walk through my proven strategies for maximizing your chances of converting a waitlist into an acceptance! This will include: - General process and timelines - Common reasons people are waitlisted - How to plan structure your updates - What else you can do to improve your chances - Q&A

Deferred MBA Red Flags & How to Reframe Them

Deferred MBA applications are scrutinized closely—and small missteps can raise big questions. In this workshop, top Leland coach and former AdComs at USC Avi L. will break down the most common red flags admissions committees see in deferred MBA candidates, from experience gaps to unclear goals. You’ll learn how to reframe weaknesses with honesty and strategy, strengthen your overall narrative, and present a compelling case for your long-term potential.

How to Stand Out to PE Firms

Private equity recruiting is one of the most competitive processes in finance—and standing out requires more than strong technical skills. In this session, you’ll learn how top firms evaluate candidates, how to position your deal experience (or transferable experience) effectively, and how to craft a compelling story that signals judgment, ownership, and investing potential. We’ll cover resume refinement, outreach strategy, interview preparation, and the mindset shifts that distinguish top performers in on-cycle and off-cycle recruiting.

The 5 Toughest Interview Questions and How to Answer Them

Some interview questions trip up even the strongest candidates—not because they’re impossible, but because they’re designed to test judgment, self-awareness, and communication under pressure. In this session, you’ll break down the five hardest interview questions candidates consistently struggle with and learn proven frameworks to answer them clearly, confidently, and authentically. We’ll cover what interviewers are actually listening for, how to structure strong responses, and how to avoid common pitfalls that weaken otherwise solid answers. Whether you’re interviewing for consulting, finance, tech, or grad school, this workshop will give you practical tools to handle high-stakes questions with ease.

Inside MBA Admissions Decisions: Roundtable Discussion with M7 Admissions Officers

MBA admissions at top programs are highly selective, and small strategic decisions can make a big difference in how your application is evaluated. In this exclusive roundtable, you’ll get an inside look at how admissions decisions are actually made at M7 business schools—and what separates successful candidates from the rest. This session is designed to help you better understand how your profile is read, discussed, and ultimately decided on behind closed doors. The discussion will feature former admissions officers from multiple M7 programs who have collectively reviewed thousands of MBA applications. Drawing on their firsthand experience, they’ll share how admissions committees evaluate academics, work experience, leadership, and personal narratives, as well as common mistakes applicants make and how to avoid them. You’ll also gain insight into how schools compare candidates, handle borderline cases, and think about fit across different rounds. Whether you’re just starting to explore an MBA or preparing to apply in an upcoming cycle, this roundtable will give you rare clarity and a sharper strategic lens for approaching the process.

Technical Interviews & Core Finance Concepts

Technical interviews are where candidates rise or fall, and mastering the fundamentals is essential to getting an offer. In this session, you'll learn how to approach the most commonly tested finance concepts—from valuation and accounting, to financial statement analysis and market drivers—in a clear, structured, and interview-ready way. We’ll cover typical technical questions, what interviewers listen for in strong answers, and how to avoid the common mistakes that signal inexperience. Whether you’re starting from scratch or sharpening your edge before first-rounds, you’ll walk away with frameworks, study priorities, and practice tactics to approach technicals with confidence and communicate like a future banker.

What VCs Want: Thesis, Diligence, and Deal Flow Explained

Understanding how venture capitalists evaluate startups is essential for anyone looking to break into VC or strengthen their investing skill set. In this workshop, Kenny J.—an operator and investor with experience at Google Ventures, CapitalG, Honeywell M&A, JPMorgan, and Goldman Sachs—will break down how VCs develop investment theses, source and evaluate deals, and run diligence with rigor. Drawing on his background evaluating 25+ early-stage opportunities, supporting $400M in transactions, and helping an autonomous trucking startup raise capital and build financial discipline, Kenny will offer a structured, no-nonsense look at the frameworks, modeling expectations, and sourcing strategies that matter most in venture.

Making Your “Why This School” Essays Impossible to Ignore

“Why this school?” is one of the most common—and most poorly executed—application essays. In this session, expert Leland coach and former AdComs at Chicago Booth Tim F. will break down what admissions committees actually look for and why generic answers fall flat. You’ll learn how to research programs deeply, connect your goals to specific resources, and write essays that feel personal, credible, and impossible to ignore.

Start Early, Apply Strong: Successful PhD Timelines

Strong PhD applications are built over time, not rushed together at the last minute. In this session, PhD application expert Abigail H. will walk you through ideal PhD application timelines, from early research planning to faculty outreach and final submissions. You’ll learn how to sequence your work strategically, avoid common timing mistakes, and set yourself up to apply with confidence and clarity.

How to Ace PM Interviews

Product management interviews can feel daunting—but with the right frameworks and preparation, you can walk into every conversation confident and ready. This session breaks down the core components of PM interviewing, from product sense and analytical thinking to execution, communication, and behavioral storytelling. You’ll learn how to structure clear, compelling answers, showcase your problem-solving skills, and avoid the common pitfalls that trip up candidates. Whether you're targeting Big Tech, high-growth startups, or rotational PM programs, this workshop will give you the tools to stand out and make a lasting impression.

Developing a Differentiated Personal Narrative

Standing out in the deferred MBA pool requires more than strong credentials. In this workshop, you’ll learn how to craft a clear, differentiated personal narrative that ties your experiences, goals, and values into a cohesive story that resonates with HSW and M7 admissions committees. Led by Leland coach Angela C., a storytelling expert with a 100% package success rate who specializes in HSW and M7 deferred admissions, this session will break down how top applicants define their core themes, position early-career impact, and avoid the generic narratives that hold many candidates back. You’ll leave with practical frameworks and concrete next steps to start shaping a compelling, authentic story for your deferred MBA applications.

Beyond the Checklist – Shadowing, Volunteering & Experiences That Actually Matter

Dental schools look for far more than hours logged on a checklist. In this session, expert Leland coach and former Dean at Columbia Ellen W. will break down which shadowing, volunteering, and hands-on experiences actually move the needle in admissions—and how to approach them with intention. You’ll learn how to choose opportunities that align with your story, reflect on them effectively, and avoid common mistakes that weaken otherwise strong applications.

Your Law School Applications: Why Starting Now Can Make a Difference

Applying to law school is more competitive than ever—and timing can be a major advantage. In this session, you’ll learn directly from Indrani S., former Associate Director of Admissions at Stanford Law School, who has reviewed thousands of applications and knows exactly how top programs evaluate candidates. She’ll break down why early preparation matters, how to craft a compelling narrative beyond your GPA and LSAT, and what steps you should take now to strengthen your essays, recommender strategy, school list, and overall positioning. Whether you're aiming for T14 programs or navigating the process with less-than-perfect numbers, this workshop will help you build a clear, strategic plan.

Efficient Study for Quant: The Art of Exploring Problem

Studying more doesn’t always mean studying better—especially in quant-heavy exams. This session focuses on how to think through problems efficiently, uncover patterns, and learn more from every question you attempt. You’ll learn how to explore problems strategically, diagnose mistakes, and build flexible intuition instead of relying on rote memorization. Whether you’re preparing for the GMAT, GRE, or another quant-focused test, this workshop will help you study smarter, retain more, and improve your accuracy and speed. Space is limited, so RSVP to secure your spot. We’re excited to be on the quant journey with you!

Breaking into Private Equity Operations

Private equity operations roles offer a unique opportunity to drive value creation from inside portfolio companies—but the path in isn’t always clear. In this workshop, top Leland coach and Ops Team at Accel-KKR Naman S. will break down what PE operations teams actually do, the backgrounds they look for, and how recruiting differs from traditional investing roles. You’ll learn how to position your experience, build the right skill set, and pursue PE ops opportunities with a clear, actionable strategy.

AI Product Manager Resumes: Best Practices, Myths, and Realities

Writing a strong resume for AI product roles requires more than listing tools or buzzwords. In this session, we’ll break down what actually matters on an AI PM resume, what common advice gets wrong, and how hiring managers really evaluate candidates for AI-focused product roles. You’ll learn how to highlight impact, frame technical and cross-functional experience, and position your background effectively whether you’re transitioning into AI or deepening your specialization. By the end, you’ll have clear, practical guidance to build a resume that reflects real product thinking and stands out in a competitive AI hiring landscape.