What it means
The job is less about arithmetic than most people expect. Ratios are calculated in minutes; the difficult part is judging whether next year's earnings will hold up, and what happens to the lender if they do not.
A credit analyst typically works through a standard sequence: understand the business and its industry, spread the financial statements into a comparable format, calculate leverage and coverage ratios, then model a downside scenario. The downside case usually matters more than the base case, because lending is an asymmetric bet.
Two ratios dominate most conversations. Debt to EBITDA measures how many years of operating earnings it would take to repay the debt, and interest coverage measures how many times earnings before interest and tax cover the interest bill.
Analysts also set and monitor covenants, which are contractual limits written into the loan agreement. A covenant is really an early warning system, giving the lender a right to renegotiate before the situation becomes unsalvageable.
The role differs by employer. A bank analyst focuses on a single borrower relationship and its collateral, a bond analyst compares relative value across many issuers, and a trade credit analyst inside a corporate decides payment terms for hundreds of customers on much thinner information.
In practice
Real-world examples.
Example
A bank credit analyst reviewing a $15,000,000 facility for a food processor models a downside where its largest supermarket customer halves its orders. The scenario breaches the leverage covenant, so the analyst recommends approval only with a personal guarantee and quarterly reporting.
Example
A bond fund's credit analyst compares two similarly rated packaging issuers. She favours the one with longer debt maturities and no near-term refinancing wall, even though its headline leverage is slightly higher.
Example
A trade credit analyst at an electrical wholesaler assesses a new contractor customer requesting a $250,000 credit limit. Based on a thin payment history and heavy sector concentration, she approves $75,000 on 30-day terms with a review after six months.
Formula
Calculation
Interest coverage ratio = EBIT / Interest expense; Leverage ratio = Total debt / EBITDA
A distribution business reports revenue of $80,000,000, EBITDA of $12,000,000 and depreciation and amortisation of $3,000,000, giving EBIT of 12,000,000 - 3,000,000 = $9,000,000. Interest expense is $3,000,000 and total debt is $42,000,000.
Interest coverage is 9,000,000 / 3,000,000 = 3.0 times. Leverage is 42,000,000 / 12,000,000 = 3.5 times. If the loan covenants require coverage of at least 2.5 times and leverage of no more than 3.75 times, the borrower passes both tests but with limited headroom.
Now run the downside case. If EBITDA falls 15% to 12,000,000 x 0.85 = $10,200,000, EBIT becomes 10,200,000 - 3,000,000 = $7,200,000. Coverage drops to 7,200,000 / 3,000,000 = 2.4 times and leverage rises to 42,000,000 / 10,200,000 = 4.12 times, breaching both covenants. That single calculation is what turns a routine approval into a request for tighter terms.Case study
Seen in the real world.
Fairmount Bridge Bank is a fictional lender used here purely as an illustrative example. One of its credit analysts was asked to approve a $42,000,000 refinancing for a distribution company reporting $12,000,000 of EBITDA and $9,000,000 of EBIT against $3,000,000 of interest.
On the base case the numbers looked acceptable at 3.0 times coverage and 3.5 times leverage. The analyst noticed, however, that 38% of revenue came from two customers whose own contracts were up for renewal within the year, so she ran a 15% EBITDA decline. Coverage fell to 2.4 times and leverage rose to 4.12 times, both outside the proposed covenant package.
She recommended approval at a reduced $36,000,000 with an amortising structure, tighter covenants and a cash sweep tied to customer renewals. In this illustrative story one of the two contracts was indeed lost the following year, and the tighter structure meant the bank negotiated a repayment plan rather than facing a default.
Watch out
Common mistakes.
- Focusing on the profit and loss account while ignoring cash flow, when loans are repaid from cash rather than from accounting profit.
- Accepting management's forecast as the base case instead of building an independent downside scenario.
- Confusing a credit analyst with an equity analyst, when the two ask fundamentally different questions about the same company.
Questions
People also ask.
What qualifications does a credit analyst need?
Usually an accounting or finance background plus strong financial modelling skills, with many holding a professional charter or accountancy qualification.
What is the difference between credit analysis and equity analysis?
Credit analysis asks whether the borrower will repay and what the downside looks like, while equity analysis asks how much the upside is worth.
Do small businesses face credit analysis too?
Yes, whenever they apply for a bank facility or ask a supplier for payment terms, though the process is faster and relies more on scoring models.
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