Top 20 Companies That Ask the Most Questions per Interview
Candidates recall a median of 1.08 distinct questions per interview report. At Amazon that rises to 1.49, with Postman and Anthropic close behind. Big Tech names cluster near the top because their loops have more rounds.
Key findings
Questions per report is the mean number of distinct questions candidates recall, among reports that list at least one. 500+ reports per company, known employers only. Method at the end.
The 20 companies that ask the most
| # | Company | Questions / report | Difficulty | Offer rate | Positive | Reports |
|---|---|---|---|---|---|---|
| 1 | AmazonInternet & Web Services | 1.49 | Average3.21 | 35% | 59% | 2,875 |
| 2 | PostmanEnterprise Software | 1.41 | Average2.95 | 37% | 53% | 576 |
| 3 | AnthropicTechnology | 1.38 | Average3.28 | 4% | 36% | 550 |
| 4 | eBayInternet & Web Services | 1.38 | Average3.06 | 31% | 50% | 830 |
| 5 | AppleComputer Hardware Development | 1.36 | Average3.16 | 29% | 61% | 1,212 |
| 6 | Capital OneBanking & Lending | 1.34 | Average3.17 | 30% | 55% | 1,053 |
| 7 | MicrosoftSoftware | 1.33 | Average3.13 | 32% | 66% | 1,889 |
| 8 | OpenAITechnology | 1.33 | Average3.23 | 9% | 34% | 831 |
| 9 | AMDComputer Hardware Development | 1.33 | Average3.00 | 34% | 68% | 1,252 |
| 10 | AdobeSoftware Development | 1.32 | Average3.10 | 28% | 61% | 1,361 |
| 11 | ConfluentComputer Hardware Development | 1.32 | Average3.05 | 26% | 43% | 532 |
| 12 | Silicon Valley BankBanking & Lending | 1.29 | Average2.83 | 39% | 53% | 603 |
| 13 | GoogleInternet & Web Services | 1.29 | Hard3.35 | 21% | 65% | 2,337 |
| 14 | Allegiant AirAirlines | 1.29 | Easy2.68 | 45% | 77% | 604 |
| 15 | MetaInternet & Web Services | 1.28 | Hard3.33 | 20% | 57% | 1,743 |
| 16 | Goldman SachsInvestment & Asset Management | 1.27 | Average3.18 | 32% | 57% | 870 |
| 17 | OracleEnterprise Software | 1.26 | Average3.07 | 51% | 65% | 992 |
| 18 | DeloitteBusiness Consulting | 1.25 | Average2.97 | 48% | 67% | 652 |
| 19 | Schweitzer Engineering LaboratoriesElectrical Equipment | 1.25 | Average3.17 | 0% | 63% | 529 |
| 20 | IntuitSoftware Development | 1.25 | Average3.08 | 30% | 50% | 921 |
The questions column runs from 1.49 down to 1.25, and the whole table sits above the 1.08 median. Amazon is alone at the top with a 0.08 gap to Postman. Read difficulty next to it and there is no relationship: Allegiant Air asks 1.29 at a 2.68 loop, Google asks 1.29 at 3.35. Offer rate is unrelated too, from 0% at Schweitzer to 51% at Oracle. Report volume is what stands out. Amazon at 2,875, Google at 2,337, Microsoft at 1,889 and Meta at 1,743 are the four largest samples in the dataset, and all four are here.
The practical read: if you are preparing for Amazon, Apple or Microsoft, expect breadth. Their candidates come out remembering more distinct questions than anyone else's, which means more rounds and more topics per loop. If you are preparing for McKinsey or Blackstone, expect depth: one long case, not a list.
Frequently asked questions
Which company asks the most interview questions?
Amazon, with candidates recalling 1.49 distinct questions per interview report against a 1.08 median. Postman (1.41), Anthropic (1.38) and eBay (1.38) follow.
Why does Big Tech ask more questions?
Their loops have more rounds. Amazon, Apple, Microsoft, Google and Meta all sit in the top 15, and each round adds questions for candidates to recall.
Which companies ask the fewest questions?
McKinsey, The Blackstone Group and TikTok, at about 1.01 questions per report. Consulting and finance loops tend to be one extended case rather than discrete questions.
Does asking more questions mean a lower offer rate?
No. Oracle asks 1.26 and converts 51%. Anthropic asks 1.38 and converts 4%. The two are unrelated.
How this was built
Interview reports are candidate-submitted interview experiences in Dataford's pipeline (Glassdoor, Blind, LeetCode and other sources). Difficulty is 1 (very easy) to 5 (very difficult); 3 is average. Experience is the share of reports marked positive or negative. Offer rate counts only reports that were fully parsed; companies whose reports carry no offer information at all are excluded from offer rankings.
Employee ratings for work-life balance, career opportunities, management and overall are 1 to 5. Where a company has 500+ Glassdoor reviews in its aggregate profile that figure is used; otherwise Dataford's own scraped review sample (100+ reviews). Pay is the company median across tech-role pay bands: leveled total-comp ladders where published, otherwise best-supported posted ranges (15+ data points). Posted ranges understate equity-heavy packages.
Each ranking states its own threshold. Near-duplicate company names were merged and review-farm entries removed. Snapshot 4 September 2026. Built from internal data only.