90%的人都忽視的面試關鍵準備:Behavioral Interview 行為面試
Hello everyone, I'm Terry. About three years ago, I made a video to share with you how to prepare for the so-called behavioral interview question. Behavioral interview is not only in the field of engineers. Basically, all professional recruitment processes will encounter. Because the company not only needs to look at its professional capabilities when hiring a person,
You also need to know his ability to cooperate in the team or to solve problems in the past. How to solve the problems when facing pressure or even conflict. I think BQ is the most important interview. Especially when you are getting better in this career, the company will pay more attention to your answer.
And when you are preparing for an interview, you tend to ignore the importance of BQ. So when Hank came to my house last time, I simply marked the interview with him. At that time, he was not prepared at all. Just talk according to his own experience. In today's video, let's take a look at Hank's performance. Then I will explain each question of BQ. I hope I can give you a concept of what BQ is testing. Why do you test like this?
and what the interviewer wants to know. How to answer will be better. Before this mock interview starts, I want to announce that my internship with Hank's "Protecting the City" has now started. After October, we will start this live session online until the end of December. So we welcome everyone to take this last chance to join us.
Whether you want to get this ideal offer Or feel that your engineer's basic skills are not enough Welcome to join us We are now in the student-only Discord group I have interaction with everyone every day Answer the student's questions The learning atmosphere there is really good
Tell me about a team you've led before or any experience as a junior engineer
I was helping a professor in a project at the university. He was working on 3D modeling and decided to use Unity to remake it. The professor decided to let me lead some people. The reason why I was leading was because the original project had a conflict with the professor's ideas. He wanted to introduce some new technologies.
Our professor is more of a... He doesn't say that new technology is bad, but making a software doesn't show off your skills. You have to choose a suitable technology for this project. So he chose you? Yes, he chose me. Because I think I'm more in line with the concept of the professor. Okay.
I think using all kinds of technical skills is not necessarily necessary to show your skills. I was the one who brought the person to the show. It might sound weird, but I was the one who went with a
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I think the main reason for this is because he wanted to introduce new technologies. So he might not be able to put a lot of effort into this project if we use the technologies he doesn't like. I think I spent some time to solve this.
First, we wanted to make sure the project was completed in a good way. Second, we wanted everyone to be able to participate in the project. Even though he doesn't like the technology, I still wanted him to participate. Whether it's my part or his favorite technology, I would let him do it.
Or we... I wasn't familiar with the technology he liked at the time. So I used it to do this thing with him.
Because this is something that needs to be done by someone, so I would spend extra time on it. The purpose behind this episode is to evaluate the leadership of the candidate, the leadership and his influence, and to see how the candidate deals with different technical biases and how to cooperate with different intellectuals. That is, the question of leadership and ownership, which is very common in behavioral interview. Hank's answer is that most of the content is quite complete. He mentioned the background of the conflict, which is the concept of the professor and the biases of the professor.
Hank also showed that he used the right technology instead of the latest technology. This is his judgment. He also mentioned the specific solution. The disadvantage is that the answer is too long. The way he described it is a little bit messy. The structure is not very clear. But I think it's okay. I think this question should give 7.5 points. Can you tell us specifically what kind of form this project is? What kind of technology does he want to do?
We were going to make a 3D modeling machine at that time. We decided to use Unity to do it. It was a 3D modeling machine. It took a while to make it, but I remember it was a new thing.
因為我們都不太熟。 我們還是覺得Unity 我們那時候研究起來是它比較 stable 它比較 stable 我跟教授討論下來就決定 我們走Unity這個方向 至於我帶跟我co-worker那個人
The way I did it later was, besides 3D modeling, there are other projects that I think are pretty good. One of them is to visualize a data structure. We may have some tree structures that we want to visualize. One direction is that we can use this to teach.
Another way is to debug your data structure. 3D modeling is to build up those things. The other part of this project is that it originally did some parsing of our code.
After passing, you need to connect it with the 3D modeling. I then assigned this part to him. Because he was not willing to use our technology for the 3D modeling. So I assigned the part that was more irrelevant to him.
I assigned it to him. He had been through some kind of conflict with this project. So he didn't put much effort into it. I think I can actually spend more time on it. But I think it will become less and less of a project.
I think the most important thing is that he still needs to join a very important part of this project. So my approach at that time was that I might discuss this part with him, and the main implementation is still his. So this project is ultimately...
按照你的方式去做? 對,就是3D建模的部分,我們最後就用Unity做完 然後後面中間的部分,中間串接的部分就是 我想一個大概的design,他去把細節的東西 然後跟我確認好,然後把它做完這樣子
I asked him to be more specific, so he can have more detailed experience. The reason I did this is to understand the technical details and to judge if the candidate is exaggerating or making up stories. Hank's answer was pretty good. He explained the project clearly, and the replacement plan and the reasons for choosing.
How do you convince him to do this? I first cut the task into smaller pieces. I asked him to help me with the task.
做這部分然後我就跟他討論一下 欸這部分譬如說我要怎麼連接 reference 就是 reference 的在整個最後圖形上的關係 這個東西要怎麼傳遞我就直接跟他討論說 欸我覺得這個比較適合他 對 或者說問他有沒有興趣做這個 對對對對
Then I discussed with him about how I could share my thoughts. I gave him some of my opinions. I think this part... I just gave a rough idea. I didn't really analyze if this method was good or bad. If he gave his opinion, I thought if he started to give his opinion, I could start to follow his opinion. He could really join this project. I asked him how to persuade him to do this.
I just want to test the ability of this candidate to convince and influence I want to see if he has the ability to cooperate and solve tasks rather than to command someone to do something with authority Hank answered quite well here He mentioned that it is a way of joint discussion and guidance And I think there is a very good point is that he let the other party have the ownership of this approach In the end, if Hank can provide some specific data or numbers, he can make this question more perfect
I think it's important to answer in a clear way. What did you learn from this experience? Everyone has their own preferences in projects. A project can be successful... Of course, I can finish it by myself. But in the long run, if we are a team, we have to make everyone feel like they belong. In this project, there is some sense of belonging and achievement. In the end,
以對團隊來講,他還是會繼續投入心力在這團隊上。 不然原本的情況是他已經沒有很focus 在整個教授實驗室上的東西,就是在弄自己的東西。 因為像我以前就是,因為以前可能跟大部分學生一樣 就是我們focus在自己做的事情上面就好。 我們不用去管其他人怎麼樣。 像這個可能是一個小的project,但是我
Okay. Okay.
Okay, so I asked him what he learned from this experience. He tested his ability to reflect. He wanted to see if he had his own set of leadership philosophy. The answer was good. The team needs to feel like they belong and feel accomplished, or the members will leave. Hank fully showed his understanding of team engagement. I think you just mentioned a good point. You want him to continue to engage in this project.
If the deadline for this project is very tight, and you don't have time to... So you have two options. One is to convince him to make a contribution to the other part of the project. Or you can spend your time to complete the project. Then the team members may not participate too much. Do you think this is more important? Or is the final completion of the project more important? Or is it more important to test the team members' emotional value?
I think this can be considered at the same time. Because at that time, when I was doing this, I actually had a backup. If it really couldn't be done, I still had something to hand out. Maybe it's not that complete, but it's something that can be handed out first. The original plan was to use this set first.
The last improvement can be done in the final way. The main question I want to ask is about his ability to execute trade-offs. How does he balance the game? And how does he plan for project planning? Does he have a back-up plan? Hank's answers are basically on the same page. He mentioned the preparation of the backup plan. He also showed his flexibility and his practicality.
But the overall answer is a bit vague. If Hank can tell me clearly when he will prioritize delivery over people, I think this will be great. Right, we just talked about leadership. I want to ask, you have also been an engineer for several years, a professional engineer. You just said you were a school project. In your professional career, have you encountered any more challenging projects?
What projects? Highly challenging projects? Yes. If you think it's more difficult, with a bigger scope, or if it requires
跟其他 cross-functional 團隊去合作的 印象比較深刻的是 就是我們要做一個 dynamic 的 library 就是等於說我們要動態 load 的這個 library 因為我們可能有很多支 project 要用我們的 library 但他們就是會有 build 時間的差異 就譬如說我今天 library update 了 但是我如果有些 project 有些 project 它沒有辦 它會有一些 build cut 的時間 但它 build cut 的時間已經過了
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Reflection is when we... Some places may think that this is not very safe. I think the biggest concern is security. It may load some... For example, if some hackers want to hack into this thing, it may let us load their hacker program instead of our own program. Right.
當然我們在這個地方也有花一些心力去做一些驗證, 確定我們漏到的真的是我們的東西。 那你當時是怎麼去想到用這種方式去執行? Refreshing 這個技術其實算我當時在學校還沒學到, 但當時其實沒有講到有關 security 方面, 我只知道有這個方法可以用, 對,但是就是後面我再去做 research 才會發現說就是有可能的,
risk and security. Then I will do a deep research when I really want to use this product for production. The purpose of this question is to ask the candidate about his actual industrial experience. This also depends on how much knowledge he has in this industry. Have you handled those large-scale, complex, and cross-department cooperation projects? Then in these projects, can you clearly describe the challenges of these technologies and how he solved them?
I think Hank has basically covered all of these. He mentioned the process of creating a solution, and he also mentioned working with other teams to test these things. What's a bit unfortunate is that Hank mentioned that some of the final results were failures. Failure or success is not that important here. Even if it's a failure, it can be considered an achievement. But in terms of achievement, it's not very clear. What's your role in this project? I'm the one who triggered this project.
因為我那時候是跟原本管這個Library的人說 就是我們一直看到這個問題 就是那個Project Carter跟Library的
配合不上的問題。 對,那我就想說,我記得我學過這個東西。 對,我覺得這個東西可能有機會在這個項目上面 可以解決這個問題。 然後就說不然我們來試試看。 是說這個項目就只有你自己一個人? 這個項目最後是我提出一個就是整個大架構 然後我做了一些那個實驗。 對,我就做一些實驗證明這些東西可行之後, 那後面就是我跟,還是我跟其他人合作。
Okay. Okay.
Okay, so you're responsible for the feasibility of this solution. And then security research, you're asking other teams to help. Yes, yes, yes. Or asking other engineers to help. Yes, I'm asking other engineers to help.
Okay. So this question is mainly to see if the candidate knows his/her own scope of responsibility. Overall, there is no problem with the answer. Basically, it's very clear and there is nothing to be picky about. When you were considering this solution, did you go to the other candidates and finally make this decision? Or do you think this is the only solution? I think I went to see if there is...
Is there any relevant method? How do others solve this problem? After I searched, I found that it was just the platform. It didn't have this thing. There is no way to support the dynamic link library. For example, some places have a good support for dynamic link library. For example, I can just pull out one.
Okay, so the final project is...
So you're the one who does the implementation? Yes. So you're the one who does the implementation? Yes, I'm the one who implements it. Yes, I'm the one who implements it. Have you worked with other engineers? Yes, we have. We still have some differences. We still need to do some experiments. For example, we need to let a few other projects try it out first.
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你可以跟我講一下,你具體當時你是怎麼確保說 這個系統的 rollout 是一切都順利的? 就是你做了哪些事情去確保說 這個 reflection 的 solution 最後是安全然後可行? 安全的話就是,因為公司裡面就有類似 security 的 team 去專門 verify 安全性,那這部分就等於說丟給他們去做 那像可行的話就是,我們主要就是靠各種 test 各種
For example, the tofu test or the monkey test. There are some other ways to do the test. There are also some other ways to do the test. For example, we discussed the case. For example, the library is missing. Or the library lacks a part of the test. These are the cases where we do the test.
Okay. 对。 所以你当时有一个整个release plan? 就是test plan跟release plan。 Test plan跟release plan。 对。 Okay。 最终这个project的最后的结局是怎么样? 就是最后因为它的确还有一些technical上的问题,
We couldn't overcome the limitation. We found it during migration. It still has some possible forms. So we adopted the possible form. And we kept the original static library. We found that the possible form was the most common. So that greatly reduced the problem of migration.
The problem with the project card was that we had fixed the issue in the library, but other places kept on coming up. The main purpose of this problem was to dig deeper into its problem solving and decision making capabilities. For an engineer, it's important to know if you can explore various solutions.
How much do you have the ability to solve problems? Hank's answer is also quite neutral. He went to find it himself and discussed it with Tech Lee and the manager. He is not an isolated person. He wants to show the process of thinking. If he can talk about the pros and cons of different solutions here, this will be a very good answer. Talking about BQ, of course, I want to share with you Sally's Global eSIM. Currently, I am living in Japan with the US door.
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And after using it, I can always recharge it on Sally's app or on the web. For example, my monthly spending is basically $10. If I combine it with Sally, I spend about $5 on the web every month.
So now every month is about $25 USD I can go online in more than 100 countries around the world Call and text Sally also has an eSIM in the area For each family, 10GB is $37 USD Or you just come to Japan for a few days 20GB is only $21 USD The advantage of eSIM is that you can buy it at any time and activate it locally No need for physical chips No need to go to any physical store Of course, you also have to make sure that your phone has eSIM I will put my exclusive 85-fold discount link in the information bar below the video
Or you can also use the discount code "HACKBAIR" to buy it. If you need it, you can refer to it. You mentioned earlier that you and... It's not a conflict. You and your...
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嗯。 對,那時候可能上級就覺得, 欸,我們這個東西可以再做大一點。 你可以具體講一下是什麼project嗎? 就是剛畢業的時候第一份工作遇到的。 就是我們原本的scope就訂好這樣, 然後最後上級就提出來, 我那時候其實有點覺得他在找麻煩的感覺。 因為那個有牽扯到論文的發表, 我們是在其實在做一個算數學上的問題, 那有些東西是定量,
And some of them are for us to control. So we can control these and do some case discussions. And the last episode, it was my boss's desk. Skip Manager. Because it was in the research institute, so there was no manager concept. Skip Manager said, we've set up these variables, so he can scale them. And he thought he'd finished discussing these things.
然後我就跟他解釋說,我們這樣子,就是你會變成case太多,那其實就是不是一個很漂亮的solution。 最後我們還是有解決就是,比原本要定的那些變量,我們再增加幾個。 就是我們沒有全部接收這個意見,但是我們還是有多增加幾個,就是我認為會讓整個數據更漂亮的。
那在你沒有接受意見的時候,他的反應是怎麼樣? 就是他不開心,或是他有覺得你沒有在做好你該做的工作? 他就跟你開始討論,就是這個conference怎麼樣怎麼樣怎麼樣,他們會喜歡什麼什麼什麼什麼,對。 他沒有很明確告訴你說他就是想要這樣子? 對,他只是跟我講,他就是舉了一堆conference的例子來描述這件事情,就是描述他...
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算就是跟數學有關的其實太多case討論其實我們共識都是太多的case處理其實都不是一件好事 對那我最後就是我記得原本就是兩個變量那後來他想他想把五個另外三個也拉進來當變量那最後出來可能有一百多個case 對那我就跟他講說我們就我們就討論說我就把後來有多三種變量嘛我把這三種
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So in the end, he accepted the solution? Yes. So this project was a success? Yes, the paper was published. I left the position after that. So I didn't know the final output of the paper. I didn't know the direction of the paper. What did you learn from this project? What I learned was how to make something
大家的權衡利弊上都找到一個平衡的位置。 我們要如何說服它的方案是不可行的, 然後可能會有個更好的方案這樣子。 我覺得一個數據的呈現是一個很好的東西。
So when you encounter something like this, you will try to communicate using data. Yes, we will do an experiment with your opinion. We will do an experiment with your opinion. We will combine them together. We will do an experiment. After all the adjustments, we will look at the old data. Okay, so this question mainly wants to test the very classic ability of conflict resolution.
It depends on your experience with the user. Hank's answer is pretty good. He used specific data to convince his superior. Finally, he found a solution. He also showed professional handling of things, instead of bringing his personal emotions into it. Finally, he can mention the final result. What is the positive impact on the company or the product? It would be great if he could add this.
Or just give you a...
簡單幾句話,就是給你一個很模糊的一個 requirement 有一個,有曾經做過一個牽扯到 legal 的東西 就 legal 的東西就是,其實就是很像大家在看的那個
What is it called? The user agreement. Although people may not be looking at it seriously, but when there is a problem, it is useful. It is useful in the law. Our requirement is that if you keep letting people look at the user agreement, it will mean that your US will be bad.
Because the experience will be very short. Because you keep jumping out something he doesn't want to see. But you must let him see it. Right. At that time, it was to clarify which lines... At that time, it was actually to extend this...
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Notified cash. But the problem is he didn't tell me the right time. Okay. How did you clear the right time? The first step is... I will divide it into... I told him at that time... Who did you tell him? With...
- Okay, so this requirement is legal? - Yes, it is. Of course, PM also joined, but mainly on the legal side. I discussed with him about cases. One is a new user, and the other is a existing user. The new user is easy to solve, so we showed him all the regulations.
This is not a big problem. Our approach is to go to the user first. Because we actually didn't update the settings. When the user hasn't seen the updated settings, we keep the original behavior. When the user sees this new thing,
才去做新的行為,比如說新的限制或是新的data這樣子。 其實當初就是在討論說,那我們要在什麼時間點秀出這個東西。 那我們最後有些人希望是
We can't let the user see it anytime. If we detect that the user has not seen it, it will pop up. We told them that this method is not feasible. Some people are legal. Yes, some legal people. They of course hope that the sooner this thing becomes true, the better. The solution after the finalization is that we will update the system.
the user might download something. We'll show the user at that time. And LegalThing is okay. Yes, we told them that during this period, we decided to do this until the next system update. In the middle, there's no way.
So you took measures to try to
to communicate with the legal team. Basically, we need to solve the problem first. For example, we can solve the problem of new users first. The rest is one case at a time. We need to solve it first. You just need to propose a solution plan to them. Then you present it to the manager of the project. Yes, mainly the legal team.
應該不是Manager 對 OK Legal 然後他們就最後討論出來結果是OK的 對 然後你就去執行 對 因為其實最重要做的事情很簡單 就在適當的時間秀出一個UI 有顯示 對
So is this appropriate time to reach a consensus? Yes, we can choose one that they think is the best in the feasible season. What I want to see is whether this candidate has the ability to collect requirements or communicate and clarify. Because in a big company, you may work with different stakeholders. It can be a PM or another team lead. So what I want to see is whether he has the ability to convert the vague needs into a possible solution.
Hank also demonstrated the ability to do cross-functional collaboration. In the end, it's still the same. It's best if he can talk more about the result. This is also a very important thing in preparing BQ. You need to explain the result. If you can digitize and train your results, that's the best.
Alright, I hope this episode of BQ interview is helpful to you. If you like it, please give us a thumbs up. And subscribe to my channel, because there will be more videos like this one. If you don't want to miss the real battle with Hank's support, remember to join us. I think this will be your software engineer's highest CP investment. So don't miss our latest real-time discount. See you next time.
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