In-house question and answer

本文分享了在应聘亚马逊等公司时的面试技巧和个人经历。包括自我介绍、为何选择此职位、个人优势及不足、简历亮点等内容,并提供了面对各种常见面试问题的回答策略。
1 Tell me about yourself?
My name is zhangpeng,i 'm from shanghai institute of computing technology. now , I am a postgratuation and my major subject is computer application.
  Generally speaking ,i am a hard working student especially do the thing i am interested in. i will try my best to finish it no matter how difficult it is. Forthermore,the experience of the last work will make me the best candidate about this position.I get a lot of innovate knowledge from my working which is I cannot get from my book.and it provide me a lot of practical exprience. Although i appricate my previous job,I think amezon will provide me not only the experience which my former give me ,but also it can offer me an international vision.
ok, that is all,thank you for your attention.

2 Why are you interested in this position?
  There are three reasons why I am interested in this job .firstly,being a member of a great team and do the things of changging the world is my dream.there is no doubt that amazon is a great company.Secondly,I can get the innovate knowledge of amazon,such as Amazon Web Service.The last one is that as a fortune 500 company,amazon can privade me an international vision.
3 What are your strengths?/why you feel you are candidate for this position?
  All the strengths come from my working exprience .
  First,I have analytical problem solving and planning skills.so when I met a complex question,I still can keep my confidence.this come form my expriece of testing.
  Second,I have the ability of deal with people.I have the experience of a coordinator of a projector.
4 What are your weekness?
  As far as weaknesses, I feel that my developing skills could be stronger, and I am constantly working to improve them.
5 why you feel you are candidate for this position?
   The answer is same with question 3
6 Can you give me the highlight of your resume?
The exprience of being a software development engineer at my previous job.it provide me a lot skills which can be used in the work.
7 Why do you choose your major?
 I have always been interested in computer and that is why I applied for a course in that subject at university. As we all known ,computer is already spread all over the world.and computer engineer will and must be change the world. I am so excited I will be the member of them.
8 What are you interested in?
  Basketball.because it not only make me strong but also it can cultivate the senseof teamwork
9 What are your short and long term goals?\
My short-term goal is to gain a position with a progressive company, such as your company, with a solid performance and future projections. 
My long-term goals involve growing with a company like XXX company where I can continue to learn, take on additional responsibilities, and contribute as much of value as I can.
tell me how your former boss would describe you?
My boss would describe me as hard working, loyal, friendly and committed. He would say that I work well on my own initiative and deliver what he wants on time and to a high standard
Using single words to describe your three strength and one weakness?
Strength:Competitive/Creative /endurance
Weekness:newbie (lack of exprience)
What motivates you to succeed?
   Seeing a challenge and conquering it
What qualities do you feel are important to be successful in SDL?
 A strong sense of Teamwork:because a software need many kinds of technology such as coding/design/testing/art design.the project will be lose if any part of those break down.
 The skill of analyse problem solving:if you have this skill, you will keep your confidence no matter what complex problem you meet.
What previous exprience has helped you developed those qualities?
The SDL intern exprience in the previous job.
 Can you give me an example of teamwork and leadership?
The project of the previous job.the important part of teamwork is how to divide the job.every part must be taken by a certain person.if there is a difficult,how to overcome it?what I did is add other part’s people to this part ,but it must make ture the other part can be done very well.
What is your greatest and how did you overcome it?
  I have not testing the device successful before the deadline of the project.I work overtime that day and consult the experts and ask someone with the experience of tesing device,and to my excited,I make it,and that day is the December 21st 2012,it is said the end of the world,but I said it’s the beginning of  my career.
 Why should I hire you over the other candidates I am interviewing?
  My experience at XYZ Company has given me the perfect background for this job
Do you have any questions?
  What's the most important thing I can do to help within the first 90 days of my employment?
  In your opinion, what are my strongest assets and possible weaknesses?
What are your compensation expetations?(这次面试不需要)
 What was your greatest accomplishment in the past time?
  My greatest achievement would likely be when I was able to complete the task before the deadline of the porject .per month ,there are about one million records,and the system’s correct rate is over 95%.
Have you ever be asked to do something unethical?if yes ,how did you handle it?
Yes, many people is asked to do things they don't agree with, I am no different.But every time I am asked to do something like this I evaluate it on it's merits[优点]. If the only disagreement is that I have never done it that way, and the proposed【建议】 way is as good - I'll try it. If the proposal is to make the something conform【遵守】 to policies and procedures I am not aware of, I will do it that way. If the proposal is to do something immoral【不道德=unethical】, dishonest or unethical, I will walk away from it.
What do you do if you totally disagree with a request made by your manager?
If  the request is good of the company ahead I will do it.if not,I will proceed thoughtfully and are well prepared to present a rational[合理的] argument and then refuse it.
How do you prioritize when you are given too many tasks to accomplish?
(1)Write down an initial draft of a To Do list. Once you have written down these five or six tasks that you would like to accomplish, you will have a clearer picture.(2)Take a look at them and give yourself some time to analyze which tasks you feel you ought to accomplish first.Once you have completed your analysis, you can rewrite the To Do list with the top priority task listed first, and so on and so forth.(3)If you are having trouble prioritizing tasks on your own either at work or at home, do not hesitate to ask for help
Why are manhole covers round?为什么小水道的盖子是圆的?
safe
Tell me about a goal you set for yourself and how you accomplished it?
  Coding the program of energy cloud platform using C++ in two months.
  First,I divied the requirement of the project into several parts,such as collection,upload data.During this part ,i realized that it is a very important skills about analysis the problem sloving and divied a whole question to several small part.Second,coding the project day by day,during this days,I learn use the existed knowledge,such as boost and libcurl.
  
Do you typically achieve what you set out to do?
Yes,Generally speaking ,i am a hard working student especially do the thing i am interested in. i will try my best to finish it no matter how difficult it is.
But sometimes,I will fail.such as go abroad.I have been preparing english about 1years,but during I became an intern ,I fount I am prefer to stay in company,because it can get a lot of knowledge and it’s better than go abroad.
What de-motivates or discourages you?
I am not afraid of difficult and complex problems,they only make me more excited.but I will be discourage if the manage is always not recognized my achievements.
Do you work better in teams or by yourself?
  I think an excellent employee needs to be good at both.  When in a group ,you need to work with team members,you can get help from them if you meet complex question.When you are doing your own responsbility,you need to work by yourself.
How important to you is a positive attitude?
Positive attitude will raise your energy to higher levels and inspire you to reach for higher ground.for example,when I was puzzling about the coding,I alway think that I will be overcome it and never give up.and finally I overcome it.
What is you definition of success?
Success means different things to different people. Success is a journey. It has multiple peaks and not one ultimate pinnacle. One success builds on another. Setbacks and mistake will also help you build success. At different periods of your life, success is defined differently. 
My definition of success about This periods is to get the position.
What is your biggest disappointation during your college?
   nothing
Tell me about the most difficult decision you have had to make?
  Come to Beijing.
What is your ideal job?
   Work hard ,have fun ,make history
Do you have any other company waiting for interview?
 Amazon is the first company I am applying for.and it’s company culture is fit for me.I want to be a member of amazon. 

投机采样(Speculative Sampling)是一种加速大语言模型推理的技术。以下是关于in - house(内部、自有)的投机采样的相关介绍: ### 基本概念 投机采样的核心思想是利用一个较小、速度更快的“草稿模型”(Draft Model)来生成可能的输出候选,然后让较大、更准确的“目标模型”(Target Model)对这些候选进行验证。在in - house场景下,企业或组织可以根据自身需求训练和使用适合的草稿模型和目标模型。 ### 工作流程 1. **草稿模型生成**:草稿模型基于输入生成一系列可能的输出标记(Tokens)。由于草稿模型规模较小,生成速度快。 2. **目标模型验证**:目标模型对草稿模型生成的标记进行验证。它会从草稿模型生成的序列开始处理,检查这些标记是否与自己的预测一致。 3. **接受或拒绝**:如果目标模型验证通过草稿模型生成的部分或全部标记,那么这些标记就被接受并作为最终输出的一部分;如果验证不通过,目标模型会重新生成正确的标记。 ### in - house应用优势 1. **定制化**:企业可以根据自身数据和业务需求,训练专门的草稿模型和目标模型,以更好地适应特定任务。 2. **数据安全**:在in - house环境中处理数据,避免了将敏感数据发送到外部,确保数据安全和隐私。 3. **成本控制**:通过优化模型架构和训练过程,可以降低推理成本,特别是在大规模使用的情况下。 ### 潜在挑战 1. **模型训练**:训练合适的草稿模型和目标模型需要大量的计算资源和专业知识。 2. **性能调优**:需要对草稿模型和目标模型的性能进行调优,以达到最佳的加速效果和输出质量。 ### 示例代码(伪代码) ```python # 输入 input_text = "Some input text" # 草稿模型生成 draft_model = load_draft_model() draft_output = draft_model.generate(input_text) # 目标模型验证 target_model = load_target_model() validated_output = target_model.validate(draft_output, input_text) # 最终输出 final_output = validated_output ```
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