Clever programming tricks have no place in programming interviews. They usually involve a small amount of code and solve an innocent-sounding question like “find the loop in a linked list”. Often unfair constraints are added, such as “you may not use the language’s search functions”. They follow a general pattern of being highly specific and easily searchable. Yet they aren’t something that can be solved within an interview. These are research level questions that require random prior knowledge, lucky leaps of intuition, or a lot of interviewer prompting.
It’s important to identify bad questions and to understand the problems they create. As an example, I’ll consider the popular interview riddle: “how do you swap variables without a temporary”. The question creates unnecessary tension in the interview. It’s not coding that you’d ever encounter on a job or even a personal project. Adding to the unease, there’s no real way to “solve” this problem. Moreover, it reveals nothing about the candidate.
Far from a warm-up, it’s a bad question that has no place in an interview.
Never used in daily coding
You walk into the interview room, shake hands with the interviewer, and sit down. Then you’re calmly handed a marker, pointed to a whiteboard, and asked:
How can you swap two variables without using a third?
You write down the
swap function. Or perhaps you know a language where
a,b = b,a works. Great! That was a simple warmup.
But wait, you hear cries of foul play from the interviewer. “No, that’s not what I meant. You aren’t allowed to use the language appropriately, but need to do some bit manipulation mumbo-jumbo!” Those won’t likely be the exacts words they use, but that will be what they say.
I’ll get back to the clever swapping answer in a bit, but first, let’s look at what happens to the interview.
Creates tension in the interviewee
If you’ve not seen this question before, you might switch to panic mode. Perhaps you can remain calmer than others, but you aren’t comfortable. Don’t feel bad about this; most people will feel the same and for a good reason.
This problem doesn’t line up with any of your coding from previous projects. It’s not a question that’s come up during your classes. Instead of being given a chance to show your abilities, you’ve been thrown overboard and are trying not to drown.
What does this help? Interviews are already stressful enough. As a warm-up question, this risks tainting the entire experience. Instead of trying to find an equal footing with you, the interviewer has asserted their dominance and knocked you down.
I find that most candidates are already nervous. The moment you walk through that door or pick up the phone, you might already be shaking. As an interviewer, it’s my job to be welcoming and calm you down. I want to see what you’ll be like on a typical day at the office.
No approach to solving this problem
Perhaps you retain your wits and attempt to solve the problem. You might discover there is no way to solve this problem, at least not within the confines of an interview.
An experienced coder might, and I stress “might,” make the observation that reversible operators are be needed. Both exclusive-or and bitwise-complement preserve all information. They might also observe that addition and subtraction with two’s complement numbers also qualify. If not, perhaps the interviewer gives them a prompt with this information.
Great, order these operations to get the desired result. The exclusive-or solution and an alternate add/subtract approach, both use three assignments and four binary operators.
Let’s rely on a bit of magic or interviewer prompting. Somehow, you get the template form of the solution:
? = ? ⊗ ? repeated three times (see “the clever answer” to know where this comes from). This has
(2 x 2 x 4 x 2) ^ 3 = 32768 combinations to try. With some guided insight about alternating variables, this could be worked down to 64, or possibly even 32 solutions.
Are you now expected to work through all 32 combinations, hoping to make no mistakes, and happen upon the correct solution? How long would that take? Would you need to prove it’s correct mathematically?
It’s easy to convert solvable questions into puzzles by adding strict requirements. This appears popular when it comes to algorithmic complexity.
For example, you may be requested to write a double-ended queue. A good interviewer won’t deduct any marks if you don’t know what that is — it’s a data structure with a way to push and pop from the front and back of a list. As an API design question I don’t mind this one, but would prefer something more concrete, something used in day-to-day coding.
Let’s add a simple requirement: all operations must be amortized O(1) time. Even if you understand the question, you’re still left with a puzzle. Algorithm design with constraints is hard. There is no clear approach other than just brute forcing through ideas and drawing on years of design experience — I have used it, but how many projects have needed people to understand amortized time?
A popular question in this category is “Design a stack where
get_minimum() is O(1) time”. A lot is hidden behind this innocent sounding question. This will create significant discomfort. I see a lot of questions online about this puzzle. Many of them are asked incorrectly, making it truly impossible. Nothing’s more discomforting to a candidate than having a wrongly worded question that doesn’t have a valid answer. Nonetheless, given this question’s popularity, it becomes trivia.
Some people randomly know it
As with most random trivia, some candidates happen to know an answer to the problem. Just by luck, you may have seen the problem before and remembered the answer. I’m sure you’d appreciate having this easy advantage, but I bet you wouldn’t feel as though you earned it. Anybody else, given a few minutes with a search engine, could also find the answer.
I would find it fair if that’s part of the question: you’re allowed to lookup an answer. Being able to find obscure coding knowledge online is a programming skill.
Here are some examples of trivia questions people have been asked:
- What is 2^32 and what is its significance? You can just imagine the recruiter armed with the number “4294967296” on their screen, ready to reject anybody who gets it wrong. The significance is meant to be the amount of addressable memory on a 32-bit CPU. That answer is technically wrong — another problem with trivia questions is you need to guess the “correct” right answer.
- What is the default sorting algorithm in Python? Possibly quicksort, or is introsort, a combination of quicksort, heapsort and insertion sort C++ uses to optimize performance. Do you care? Can I not just assume it’s using an efficient approach? Speaking of C++ though…
- What’s the difference between undefined and unspecified behaviour? There’s an important concept lurking in this question, but I’d personally forgive you if you can’t explain precisely based on these terms.
- What are the four conditions of a deadlock? As asked by a college professor on a test. Interviews aren’t tests.
Questions that can be answered by searching are not good questions. While at work I’ll have internet access and can find answers to many obscure problems. I won’t need to burn valuable neurons puzzling through an answer on a whiteboard in a closed room. I’ve long since trained my brain to stop remembering trivia. I instead learned good searching skills.
Perhaps this would be an interesting pre-interview test. I’d give you ten obscure bits of trivia and half an hour to find answers for them.
Interviewers should also remember they aren’t just evaluating me, I’m evaluating them. If I get stupid questions I’ll think negatively of the company. It’s irrelevant that I probably know a lot more trivia answers than other candidates — I won’t feel happy getting a job that way.
The clever swap answer
One of the standard answers to the swapping question is using exclusive-or.
if x != y x = x ^ y y = x ^ y x = x ^ y
This “works,” but only for unsigned integers. In many languages, the specific bit-wise operation of signed integers is undefined. That tricky sign bit can cause grief. Additionally, the above may also suffer from promotion issues in C or C++, as the types can change. This solution applies to a narrow range of types: unsigned integers of a few specific sizes.
There’s no argument to be made about efficiency. At the CPU level, swapping variables ends up as a couple loads and stores. Performing operations on the values adds instructions to those loads and stores. Furthermore, when embedded in other code, the optimizer can sometimes remove the swap and use the source values directly. This type of code trickery is rarely an optimization, often slowing down code instead.
There’s nothing wrong with asking questions about bitwise operators. Many positions will require them, and it’s something all programmers should understand. They’re an extension of boolean logic, and I’d have no problem rejecting candidates that don’t understand boolean logic.
But if you want a bitwise question, why not have the candidate encode and decode UTF text data. It has a concrete specification that doesn’t require any puzzle solving. It’s also practical knowledge.
Find a cycle in a loop
I was once asked, “how do you detect a cycle in a linked list?” It made me nervous, but as I had done graph work before, I felt I could answer it. I came up with an answer that worked. Then another one. Then a third one when the interviewer gave a prompt indicating which answer they were looking for.
I saw some discussions about this also being a bad question, and I tend to agree. What if I evaluated it based on what I said here? Some candidates will know the answer to the question, and others could look it up quickly. If you don’t know how, and haven’t worked with graphs before, your stress level will suddenly jump.
However, in contrast to the variable swapping, there are several approaches here. If you have any exposure to graphs and data structures, you have a starting point to solve this puzzle. If you still have no idea, there are plenty of minor prompts an interviewer can give to put you on the right path without just giving an answer.
It is code that appears in a lot of code bases. If the job requires this type of work it’s a fair question for checking knowledge.
This could be an acceptable question if the interviewer approaches it correctly: providing assistance, and somehow not shocking you by asking it. But if the interview merely says, “How do you detect a cycle in a loop“, hands you the whiteboard marker, and leans back silently, with a smirk, then it’s definitely in the category of bad questions.
What point does variable swapping have as an interview question then? Sure, it’s a fun little puzzle, but do you want your employees to solve puzzles or write productive code?
Before using a question for an interview, consider the points I’ve made here. Will it make the candidate feel welcome or make them needlessly uneasy? Does it involve code you’d see on a regular basis? Can the problem be reasonably solved in the interview? Does it reward trivia knowledge, or does it explore some application of the candidate’s abilities?
You, your company, and the candidate will all be better off with well-considered questions.