Finance (Not IB)
Investment Banking
Consulting
Technology
Marketing & Media
100

What is the current U.S. Federal Funds Rate?

4.25% to 4.50%

100

What is EBITDA and why is it important?

Earnings Before Interest, Taxes, Depreciation, and Amortization – used as a proxy for cash flow and a measure of a company's profitability.

100

What is the 80/20 Rule in consulting?

The Pareto Principle states that 80% of results come from 20% of the efforts.

100

What does SaaS stand for?

Software as a Service.

100

What is a KPI in marketing?

A Key Performance Indicator, such as CTR (Click-Through Rate) or ROAS (Return on Ad Spend).

200

What is the difference between a call option and a put option?

A call option gives the right to buy an asset at a certain price before expiration, while a put option gives the right to sell at a predetermined price before expiration.

200

How would you value a company?

Common methods include DCF (Discounted Cash Flow), Public Market Comparables, Precedent Transactions, and LBO Analysis.

200

What are the key components of a market-sizing question?

Population segmentation, penetration rate, frequency of purchase, price per unit.

200

What is an API?

An Application Programming Interface allows software to communicate and interact with other applications or services.

200

What is the difference between paid, earned, and owned media?

  • Paid Media: Ads you pay for (Google Ads, Facebook Ads).
  • Earned Media: PR, word-of-mouth, organic press coverage.
  • Owned Media: Content you control (website, blog, social media).
300

What is the current U.S. unemployment rate?

4%


300

Walk me through a DCF valuation.

1. Project free cash flows for 5-10 years.
2. Determine the discount rate (WACC).
3. Calculate the Terminal Value using either the Gordon Growth Model or Exit Multiple Method.
4. Discount all cash flows to present value.
5. Sum them up to get the enterprise value.

300

A client is experiencing declining profits despite steady revenue growth. What could be some causes?

Rising costs, inefficient operations, supply chain disruptions, pricing pressure, increased competition.

300

What is Agile methodology?

Agile is an iterative approach to software development that prioritizes flexibility, incremental updates, and collaboration.

300

Why are engagement metrics (likes, comments, shares) more important than follower count?

They show true audience interaction and brand connection, whereas followers are a vanity metric.

400

If the yield curve is inverted, what does that typically indicate about the economy?

An inverted yield curve suggests that short-term interest rates are higher than long-term rates, often a sign of an impending recession.

400

What are the key assumptions in an LBO model?

Leverage (Debt/Equity Ratio), Interest Rate, Entry & Exit Multiples, EBITDA Growth, Revenue Growth, CapEx.

400

If a client wants to enter a new market, what framework would you use to evaluate this decision?

The Market Entry Framework:

  • Market size & growth
  • Competitive landscape
  • Entry barriers & regulations
  • Financial feasibility & ROI
400

Explain the difference between frontend and backend development.


  • Frontend: User interface & experience (HTML, CSS, JavaScript, React).
  • Backend: Server-side logic, databases, authentication (Python, Node.js, SQL).
400

A company is launching a new product. What are the key elements of a go-to-market strategy?

Target audience, positioning, pricing, distribution channels, promotion strategy.

500

What are the three primary tools the Federal Reserve uses to control monetary policy?

Open market operations (OMO), the discount rate, and reserve requirements.

500

How does the impact of a $10 depreciation expense flow through the three financial statements?

Income Statement: Depreciation expense increases by $10, reducing Net Income by $7 (assuming 30% tax).

Cash Flow Statement: Net Income is down by $7, but depreciation is a non-cash expense, so you add back $10, resulting in a net $3 increase in cash flow.

Balance Sheet: Assets decrease by $10 (due to depreciation), but cash increases by $3, so Net Assets fall by $7, balancing the $7 decrease in Retained Earnings.

500

A retail company with 1,000 stores sees declining foot traffic. What steps would you take to diagnose the issue?

  • Analyze customer data (demographics, purchasing trends).
  • Compare sales trends by region.
  • Evaluate competition & external factors (economic downturn, online shopping trends).
  • Assess marketing effectiveness.
500

You are a PM at a tech startup launching a new app. What metrics would you track to measure success?

  • DAU/MAU (Daily/Monthly Active Users)
  • Customer Acquisition Cost (CAC)
  • Churn Rate
  • Retention Rate
  • Conversion Rate
500

A brand’s social media engagement has dropped significantly. What steps would you take to fix this?

  • Audit past content to identify trends.
  • Adjust posting frequency & timing.
  • Engage with followers through comments & polls.
  • Use influencers & paid promotions.