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A Humility Training Exercise for Technical Interviewers
- ammon 8y agoI mostly focus on consistency in this post (how to make a group of interviewers more consistent). Of course, what actually matters is accuracy (predictive utility of the interview). Obviously those are not the same thing (you could run 100% consistent interviews by just having everyone always grade “strong no”). However, I think (based on running the interview team at Triplebyte) that inconsistency is the primary obstacle to accuracy in practice. So I end up spending the majority of my time focusing on how to make interviewers more consistent.
- sirsar 8y agoWere you able to measure the outcome of this process? I.e., was there a significant reduction in inconsistency, inaccuracy, or similarity bias after the exercise?
- joe_the_user 8y agoWell, consistency and fairness might have the added benefit of goodwill towards the company from those folks don't necessarily get hired.
- thaumasiotes 8y agoIn psychometrics, the field that studies the same thing you're trying to do, the concepts you're referring to as "consistency" and "accuracy" are known as "reliability" and "validity". It's somewhat striking to me that you seem so worried about these concepts but you don't seem to be aware of the normal terms for them. How much does TripleByte try to inform itself of the existing research in this field? To what extent does TripleByte seek to incorporate psychometric results about what kinds of tests are likely to have high reliability and construct validity? And one more more specific question: > what actually matters is accuracy (predictive utility of the interview) What is it that you're trying to predict? You could be trying to find employees who will be good employees, which would put TripleByte in the business of credentialing, or to find employees who will pass interviews at other companies, which would make TripleByte a recruiting agency. In the past, Harj has been explicit that what TripleByte wants to predict is whether a candidate will successfully pass the hiring process at another company, regardless of how well that hiring process performs. Is this still true?
- trishume 8y agoI’m guessing they know the terms but ‘consistency’ and ‘accuracy’ are just more common easier to understand terms without sacrificing meaning. I’ve talked to some TripleByte engineers and been very impressed by the sophistication of the statistics and experimental methodology they use.
- thaumasiotes 8y agoUsing an experimental methodology isn't something you should be impressed by in itself. Experimenting means you don't know what you should be doing. That's great if no one knows what you should be doing and you're trying to figure it out; it's less great if everyone else knows what you should be doing, but you don't. The psychometric literature is pretty robust.
- trishume 8y agoOne specific conversation I had was how they read the literature on the best adaptive testing systems and then developed improvements tailored to their specific data and the advantages they had as a real time online test. Another was on specifically the psychometric literature, and the big meta-analyses of the predictiveness of different testing factors on job performance, and how that influenced the experiments they did early on and how they honed in on what they do today. As well as downsides they discovered of various methods people commonly suggest they're ignoring. I came away from those conversations extremely impressed with TripleByte's employees and competence as an organization. They definitely think about this stuff.
- taneq 8y agoSes ms reasonable, after all, precision isn't the same thing as accuracy but you can't get accuracy without precision.
- antoinevg 8y agoBrilliant.
- rhizome 8y agoI'd be interested to see what happens if an interviewee turns the table under the guise of "interviewing the company," which is a concept promoted from time to time in interviewing threads. When your interviewer is telling you about their role in the company and a little about their history (if they have one), say it's a dev interview because why not, ask them how they rate their programming skill on a scale from 1 to 5. Ask them why they left their last company. Ask them what the most difficult thing they've ever achieved is.
- rhexs 8y agoThe interviewer usually makes some sort of excuse then gets right back to the actual reason they're in the room with you: leetcode 101.
- jungler 8y agoYou could ask the interviewer to whiteboard something for you, too.
- klodolph 8y agoI mean, sure, that’s a possibility. But some people are just really good at whiteboarding problems and explaining solutions. Sometimes these people end up being technical interviewers. If you’ve been a technical interviewer for a while, you don’t find the experience stressful. After a while of doing technical problems they start to seem easier and easier, even when presented with evidence to the contrary (when candidates find them difficult). Speaking as someone who is (1) a technical interviewer (2) good at whiteboarding problems and (3) has near zero fear of public speaking, I think the big exercise in humility is to figure out ways to get evidence for the interviewee’s skill set even when it’s dissimilar to my own.
- WrtCdEvrydy 8y agoIt would be weird, because we rarely whiteboard people. We've found that the three best predictors for good hires are Curiosity, Ability to Self Learn, Ability to Listen. Good hires will generate fill 2 or three.
- bra-ket 8y agowhy interviewing is not automated yet
- pwaivers 8y agoHow would you automate it?
- bra-ket 8y agoreplace human interviewers asking to flip a binary tree with a robot
- csnewb 8y agoSo basically you're asking for a HackerRank screening. In my experience, if your code doesn't pass 100% of all test cases you get automatically rejected. At least with a human interviewer, they can evaluate your thought process even if the code itself isn't quite correct. Trust me you don't want to me interviewed only by robots.
- SketchySeaBeast 8y agoHow would you determine if the person is a good fit culturally via an automated system?
- bra-ket 8y agohave a human-to-human interview asking behavioral and background questions and automate all the whiteboard/leetcode parts with boilerplate Q&A
- steelframe 8y agoOften times the most valuable signal comes from how the candidate got to an answer rather than the exact answer that the candidate got to.
- malvosenior 8y agoThis is great. I seriously doubt most interviewers could pass the technical tests they give out if they were incurring the huge cognitive load of interviewing for a company while trying to do it. I'd love to see actual pair programming with interviewer and interviewee. Where they were assigned a random (small) code project and had to work on it together with neither having prior knowledge. It would level the playing field a bit and is much closer to actual working conditions than being forced to write code under duress and close real-time examination.
- gaius 8y agoIsn't this a little ironic from a company whose sole purpose is to promote whiteboarding that serves no other purpose than to stroke the ego of interviewers?
- sctb 8y agoWe said we'd ban you if you kept breaking the guidelines, so we have. We're happy to unban accounts if you email us at hn@ycombinator.com and we believe you'll post comments that readers can learn from. https://news.ycombinator.com/newsguidelines.html https://news.ycombinator.com/newsguidelines.html
- paulie_a 8y agoGive pointers if necessary in a technical interview, see what questions they ask. If they are completely flubbing it and you already know it is a no go, call it off. It's a little shocking to hear but in a few minutes they will generally be grateful/understanding you didn't waste two more hours of their time.
- o10449366 8y agoUnfortunately, some insecure developers sign up to be interviewers precisely to feel superiority and power over interviewees. I've both worked with and been interviewed by some of these people - they seem particularly prominent in the valley. Anecdotally, Google was the worst of the big tech companies with cocky, condescending interviewers that came in wearing Ivy league sweaters. By contrast, all of my interviews at mid-level tech companies were equally difficult technically, but much more pleasant and engaging.
- steelframe 8y agoSome of the people who I would like most to interview at my company are opting out of interviewing because of their own self-doubt.
- deleted 8y ago[deleted]
- aj_g 8y agoThis seems like politics as well. I know a lot of people with well-formed, thoughtful opinions that I think would do a great job making laws, but have enough self-doubt/disinterest that it's never going to happen.
- afarrell 8y agoYou know what would be fun and really engaging? Watching a subject-matter-expert and a skilled lawyer pair-program on writing the outline of some legislation.
- megy 8y agoWhy would you interview someone you already worked with? What?
- dc_gregory 8y agoThey would like those people to participate in interviewing candidates.
- cgearhart 8y agoThis is a great suggestion that closely aligns with my own thoughts and experiences with technical interviews. I've had some recent experience with technical interviews, and my first big takeaway was that the current interview process is broken largely because it's too common for the interview to never surface the _strengths_ of a candidate, and instead only to highlight their weaknesses. For every candidate, there is literally an infinite number of things they do not know. Surfacing those deficiencies has no purpose or value unless those weaknesses are _directly_ relevant to the job role–which is hardly ever the case when talking about DS&A questions. The second lesson I learned is that interviewers need more training because there is a vast difference between good and bad interviewers–and almost all of it comes down to communication skills. If we don't finish a warm-up problem because it takes me 30 minutes to decode and understand the question that the interviewer is trying to ask...that's a problem.
- hinkley 8y agoWe hired eight contractors all at once. Two day marathon of interviews. One candidate clearly thought she'd flunked the interview within ten seconds of when I decided to recommend her. She got stuck on the problem (totally wrong answer from the code due to a typo) and started to crumple but immediately went into the debugger to try figure it out. Ran through a series of perfectly reasonable diagnostics trying to zero in on the problem. I didn't even care if she found it at that point because I could see that she would get it eventually, and probably every one after that. You don't get to see the engineering discipline the same way if you use the whiteboard. People who can solve their own problems can often help other people solve theirs. I don't want to add someone who is nice but needs my help all day. That might fluff my ego doesn't make us go faster. I switched teams shortly thereafter (I was hiring my replacements) so I didn't get to work with her much, but I know she stayed on through the first contract renewal (not everybody did), so she must have worked out.
- scottlamb 8y ago> You don't get to see the engineering discipline the same way if you use the whiteboard. I don't think I agree. There's absolutely something to be said for the comfort of a familiar environment, but I think the interviewer should be able to emulate the compiler/debugger/runtime for the question they're asking. (Many of the most successful interviewees can do this themselves; they write down the program state on the whiteboard and step through it in their head.) Interviewers should be able to say "you get a SIGSEGV" and ask what the candidate would do. If the candidate says "I'd run gdb", they should be able to say "it says the crash was at this line", emulate break/print statements, and such. In some ways, it's slower than the candidate doing things, and more awkward to go through a human. In others, it's faster, because the interviewer can/should speed up the process by forgiving small syntax errors, saying "oh, you're bisecting? it's here", etc. I do this sometimes when interviewing. I find though that the people who can successfully use a debugger (or me as a debugger) tend to have relatively minor errors in their code anyway[1]. It's pretty rare for someone to have a completely incorrect algorithm and figure that out from debugging. [1] forgetting a guard on an if for an empty datastructure, forgetting to sort numerically instead of lexicographically, some dumb typo, etc.
- steelframe 8y agoFor the past several years I've become deeply involved in interviewing at my company (hint: it's big and is really good at things like search and ads). I've done hundreds of technical interviews here, and I also teach a class to train employees how to interview. I'm also involved in evaluating candidates who have gone through the interview process. In my position, I get the occasion to read a ton of assessments written by interviewers. Some of the most striking assessments are the ones where the interviewer is cock-sure that they completely nailed the candidate's utter and complete incompetence. It's usually an interviewer who's been asking the same question dozens of times over a year or more. They've seen every variation of performance on the question, and they've completely forgotten what it was like for them when they first encountered a question like that. It's total lack of empathy at that point, and if the candidate doesn't exude near-perfect interviewing brilliance on that specific question, the interviewer judges them as essentially worthless. Interviewers like that sometimes even get snarky and rather unprofessional in their writeup, "Finally, time ran out, mercifully ending both my and the candidate's misery." If I were to diagnose one of the causes of this phenomenon, I'd say it is bias. The interviewer best remembers the candidates who performed exceptionally well on their question, triggering the availability heuristic. There are tactics that I think can be effective to bust those biases. One might be to put an upper limit on the number of times an interviewer is allowed to ask any given question. Once they've asked maybe 20 or 30 candidates the same question, it's spent. They have to move on to something substantially different. There are some other experiments I'd like to run. One of them is to have interviewers go through a one-hour interview themselves for every 50 or so interviews they give. Maybe match up an interviewer who has a track record of being especially harsh on candidates for not giving a flawless performance on the question they've been asking for a while. The idea is to see if we can't bubble up some empathy.
- notbofh 8y agois your class internal?
- JamesBarney 8y agoBasically you're saying that as the interviewer keeps using the same question they increase how much they penalize people for not getting it? I think one fix is to have an explicit criteria scoring a given question, and training interviewers to not rely too heavily on a single question. I noticed I had this same issue, that I would give interviewees a pass if it was a sub-field I was unfamiliar with(javascript at the time) and more critical if it something I was really into.(leveraging the type system to prevent different classes of errors).
- User23 8y agoThere are some factors that affect interviewee performance that are seldom considered. The stand-out I noticed is that the quality of whiteboard coding is a function of whiteboard size, the bigger the better.
- sonnyblarney 8y agoVery good points, agree with it. However - I don't think this is about 'ego' or even 'humility' - I think those are not the right words. It's a lack of contextual understanding both in 'self awareness' and also the interviewers plight. I think the premise can be taught. Also, I think interviews can be structured to find qualities independant of background. + Questions that don't measure a person's ability to 'memorize algorithms' are a good start. + Allowing devs to pick their language of expression, i.e. sometimes they are more comfortable in one lang than another. + Don't get syntax/code structure confused with the abstract problem if that's what one is going for. Google has a nice interview example [1] + Open ended questions with many possible turns allow for a 'good' thinker to just go a lot further, and be more impressive while at the same time allowing junior devs to still walk through and complete something. The Google example is again good here. + Time/on the spot - one of the worst issues. Personally I'm about 50/50. Sometimes 'in the flow' sometimes 'not', but surely just given a little bit fo time, I'd be fine on most things. For this reason, giving interviewees an intro to the problems, and giving them as much time as they want to think about them before the interview starts, might be worthwhile as well. 'Let us know when you want to go over a solution'. This could work well for pedantic things such as 'here's some code, find some bugs' or 'how would you structure this differently' etc.. [1] https://www.youtube.com/watch?v=XKu_SEDAykw https://www.youtube.com/watch?v=XKu_SEDAykw
- mherdeg 8y agoInteresting idea: > Then, as the interview progresses, do exactly this. About half the time give your best answer. The other half of the time give an intentionally poor answer. ... > What this does is free your co-worker to be 100% honest. They don't know which parts of the interview were really you trying to perform well. Moreover, they are on the hook to notice the bad answers you gave. If you gave an intentionally poor answer and they don't “catch” it, they look a little bad. So, they will give an honest, detailed account of their perceptions. This reminds me of the second part of the Rosenham experiment [ http://psychrights.org/articles/rosenham.htm http://psychrights.org/articles/rosenham.htm ]: > The following experiment was arranged at a research and teaching hospital whose staff had heard these findings but doubted that such an error could occur in their hospital. The staff was informed that at some time during the following three months, one or more pseudopatients would attempt to be admitted into the psychiatric hospital. Each staff member was asked to rate each patient who presented himself at admissions or on the ward according to the likelihood that the patient was a pseudopatient. A 10-point scale was used, with a 1 and 2 reflecting high confidence that the patient was a pseudopatient. > Judgments were obtained on 193 patients who were admitted for psychiatric treatment. All staff who had had sustained contact with or primary responsibility for the patient – attendants, nurses, psychiatrists, physicians, and psychologists – were asked to make judgments. Forty-one patients were alleged, with high confidence, to be pseudopatients by at least one member of the staff. Twenty-three were considered suspect by at least one psychiatrist. Nineteen were suspected by one psychiatrist and one other staff member. Actually, no genuine pseudopatient (at least from my group) presented himself during this period. There is a version of this exercise you could do where you say you are intentionally giving bad answers and give none!!!
- retsibsi 8y ago> There is a version of this exercise you could do where you say you are intentionally giving bad answers and give none!!! This might seem clever, but it could backfire. If the other person trusts you, they will take it as axiomatic that some of your answers are bad; therefore, if all of your answers are actually pretty good, they will desperately look for nits to pick, and possibly end up making criticisms that they don't really believe in (or at least wouldn't have believed in when unbiased). This can take you from one extreme (too polite/respectful/humble to be critical) to another (finding things to criticise no matter what), skipping the middle ground that you really want.
- nobodyandproud 8y agoI went through one of TripleBytes interview processes. The interviewer was smug and condescending Thankfully it was remote and not during my work hours, so little was lost.
- tacomplain 8y agoI dont really agree with ego = 1/knowledge; I believe that my knowledge over time has been increasing and my ego has been fluctuating in a non correlate way.
- mentally_broken 8y ago.
- ben_jones 8y agoDon't. Work. For. FAANG. Money. Isn't. Everything.
- deleted 8y ago[deleted]
- rb808 8y agoNice. I also feel like I need humility training to work with and evaluate newbie devs. They cant do anything right. Not sure if its just hard to find people who know what they're doing or I've forgotten what its like in your first few years.
- garrettr_ 8y ago“What this does is free your co-worker to be 100% honest. They don't know which parts of the interview were really you trying to perform well.” Since there was no mention of it in the post, this is called “randomized response,” and is a building block for modern privacy-preserving protocols e.g. RAPPOR, which is used in Google Chrome: https://security.googleblog.com/2014/10/learning-statistics-with-privacy-aided.html https://security.googleblog.com/2014/10/learning-statistics-...
- klrr 8y agoWhy not pick a problem the interviewer have not solved, and let the interviewee and interviewer solve the problem together. This shows how the candidate is thinking, and how they are working together with others. It will also let the interviewer get a more un-biased view of the difficulty of the algorithm or CS problem.