More Behavioral Practice Questions
4. Describe a time you had to explain a complex subject to a non-technical person.
5. Why are you interested in working at our company?
6. How would you describe your communication style?
7. Describe a time that you failed. How did you respond?
8. Provide an example of a goal you did not meet and how you handled it.
9. How did you handle meeting a tight deadline?
10. Tell me about a time you used data to influence a decision or solve a problem.
11. Talk about a time when you had to persuade someone?
12. What data engineering projects have you worked on? Which was most rewarding?
13. Why are you interested in this role? Working at this company? A career in data engineering?
What Does Managing A Data Center Mean To You
This is where you ignore the scale of thecompany and acknowledge the individual responsibilities you feel are anessential part of your role. In every data center, the managers roleessentially comes down to making sure that the process keeps running smoothly.Make sure to mention that keeping the data safe, secure and available as yourtop priorities before going onto talk about any specific responsibilitiesrelated directly to that position.
What Is Data Engineering
Interviewers frequently bring this question up to assess whether you can discuss your field in an understandable and competent way. When you answer, try to include a general summary as well as a brief discussion of how data engineers collaborate with colleagues.
Example:âData engineering powers the collection and processing of information through a combination of desktop software, mobile applications, cloud-based servers and physical infrastructure. Effective data engineering requires careful construction, strong pipelines and smart collaborators. Data engineers are essential partners of data scientists, who analyze and use the information we collect.â
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How Would You Approach Management About A Troubling Issue
Problems at work can happen at any time, while some problems may be within your power to solve there are other bigger issues that you may need to speak to management about. Chances are if the issues going to management then its a big one which they probably wont be too happy about, such as going into critical power or lost data while performing maintenance. While you may be dreading having to tell them it is important to let them know about the issue as soon as possible so that they can get the right people involved to solve the issue. Depending on the style of the company make sure to raise the issue following the rules and procedures put in place to ensure that the problem is dealt with professionally. The problem may not be ideal but let the interviewer know that you understand that mistakes happen and that you always aim to learn from them so that you and your team can improve.
Why Is Network Maintenance Important
Computer networks, like other business equipment, require regular maintenance to perform at their peak. A solid network monitoring and maintenance plan will ensure that all the critical aspects of the network are monitored for potential faults regularly. Few parts required constant maintenance and monitoring like system logs, antivirus systems, and hard drives. A sound maintenance plan will make your business strong enough to overcome any anticipated situations thus reducing downtime incidents.
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How Would You Validate A Data Migration From One Database To Another
The validity of data and ensuring that no data is dropped should be of utmost priority for a data engineer. Hiring managers ask this question to understand your thought process on how validation of data would happen.
You should be able to speak about appropriate validation types in different scenarios. For instance, you could suggest that validation could be a simple comparison, or it can happen after the complete data migration.
What Data Security Solutions Does Azure Sql Db Provide
In Azure SQL DB, there are several data security options:
Azure SQL Firewall Rules: There are two levels of security available in Azure.
The first are server-level firewall rules, which are present in the SQL Master database and specify which Azure database servers are accessible.
The second type of firewall rule is database-level firewall rules, which monitor database access.
Azure SQL Database Auditing: The SQL Database service in Azure offers auditing features. It allows you to define the audit policy at the database server or database level.
Azure SQL Transparent Data Encryption: TDE encrypts and decrypts databases and performs backups and transactions on log files in real-time.
Azure SQL Always Encrypted: This feature safeguards sensitive data in the Azure SQL database, such as credit card details.
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Find All The Indices In An Array Of Numpy Where The Value Is Greater Than 5
import NumPy as np
To find the indices of values greater than 5
Gives the output
Write A Query On The Given Tables To Get The Car Model With The Fastest Average Times For The Current Day
In this two-part table schema question, were tracking not just enter/exit times, but also car make, model and license plate info.
The car model to license plate information will be one-to-many, given that each license plate represents a single car, and a car model can be replicated many times. Heres an example for crossings and model/license plate :
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What Is Your Approach To Developing A New Analytical Product As A Data Engineer
The hiring managers want to know your role as a data engineer in developing a new product and evaluate your understanding of the product development cycle. As a data engineer, you control the outcome of the final product as you are responsible for building algorithms or metrics with the correct data.
Your first step would be to understand the outline of the entire product to comprehend the complete requirements and scope. Your second step would be looking into the details and reasons for each metric. Think about as many issues that could occur, and it helps you to create a more robust system with a suitable level of granularity.
Can You Tell Me About Namenode What Happens If Namenode Crashes Or Comes To An End
It is the centre-piece or central node of the Hadoop Distributed File System, and it does not store actual data. It stores metadata. For example, the data being stored in DataNodes on which rack and which DataNode the information is stored. It tracks the different files present in clusters. Generally, there is one NameNode, so when it crashes, the system may not be available.
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Youre Asked To Develop A New Product Where Would You Begin
Candidates should have an understanding of how data engineering plays into product development. Interviewers want to know how well youll fit in with the team, your organizational ability in product development, or how you might simplify an existing workflow.
One Tip: Get to know the companys products and business model before the interview. Knowing this will help you relate your most relevant skills and experiences. Plus, it shows you did your homework and care about the position.
More Algorithm Practice Questions
94. Write a Python function to transform the input vector containing two different strings into integers 0 and 1?
95. What algorithms support missing values?
96. What is the difference between linear and non-linear data structures?
97. Give some examples of uses for linked lists and arrays.
98. Use list comprehension to print odd numbers between 0 and 100.
99. How would you implement a queue using a stack?
100. What is a dequeue?
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How Does A Block Scanner Handle Corrupted Files
- When the block scanner comes across a file that is corrupted, the DataNode reports this particular file to the NameNode.
- The NameNode then processes the file by creating replicas of the same using the original file.
- If there is a match between the replicas created and the replication block, then the corrupted data block is not removed.
What Are The Benefits Of Using Aws Identity And Access Management
AWS Identity and Access Management supports fine-grained access management throughout the AWS infrastructure.
IAM Access Analyzer allows you to control who has access to which services and resources and under what circumstances. IAM policies let you control rights for your employees and systems, ensuring they have the least amount of access.
It also provides Federated Access, enabling you to grant resource access to systems and users without establishing IAM Roles.
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Top 30 Data Center Manager Interview Questions And Answers For 2019
Data center management: two words that encompass far more than most people realize. Faster than a speeding SSD! More powerful than hot-swap power supplies! Able to leap tall well, most managers wouldnt be able to jump over a full-size rack. With so many different elements coming together to build, develop and maintain a data center, a data center manager has to be fluent in a number of different technical disciplines as well as being a good boss. This is not an easy role to fill by any means, but for those that can handle it, the rewards are massive.
Skills Of A Data Engineer
With qualifications, you need certain skills as well. They both are crucial when you are preparing for the position of a data engineer. Here, we are listing the top 5 skills, in no particular order, that you will need to become a successful data engineer.
- Skills in data visualization.
- Data modeling knowledge for both Big Data and Data Warehousing
- Know-how in ETL
- Big Data space experience
So, you must work on improving these skill sets before you start preparing for your interview. And when you have polished your skills, here are some interview questions you can prepare to make the interviewers take notice of you and hire you as well.
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What Is Meant By Normalization In Sql
Normalization is a method used to minimize redundancy, inconsistency, and dependency in a database by organizing the fields and tables. It involves adding, deleting, or modifying fields that can go into a single table. Normalization allows you to break the tables into smaller partitions and link these partitions through different relationships to avoid redundancy.
Some rules followed in database normalization, which is also known as Normal forms are
1NF – first normal form
Syntax for executing a stored procedure
EXEC procedure_name *params*
A stored procedure can take parameters at the time of execution so that the stored procedure can execute based on the values passed as parameters.
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What Factors Will Make You Develop A Zero Trust Approach As A Data Center Manager
Guaranteed network security is essential for a data center, however with the technologies that hackers are using constantly updating and improving you need to make sure that your security is developing at the same pace. This is why many companies are bringing in the Zero Trust Approach.
Whatexactly is the Zero Trust Approach? The security concept is based on the beliefthat a company should never automatically trust anything that is inside oroutside the organization until it has been verified by the system. To developan effective zero-trust approach it is important that every user is verified,every device is validated and that each individuals access is limited intelligently.
Themost important factor in a zero-trust approach is that it really is proven tohelp with security with breaches being 50% less likely than before. Thesecurity that is guaranteed from this model helps businesses to feel moreconfident in being able to bring new business models and customer experiencesto the market. So as a data center manager developing a solid zero-trustapproach seems like a sensible idea.
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What Particular Experience Do You Have Being A Data Center Technician
Speak about specifics that relate to the position you are applying for. If you do not have specific experience, get as close as you can .
If you are being asked this question from your employer then feel free to fully explain your experience. Tell the employer what responsibilities you were performing during your previous job.
Explain initiatives you may have developed, and any pertinent modules you worked on. What were your achievements regarding different programs? Were you recognized by your previous employers? How?
I have been working on computers since 2001. I also have a degree/education in . I was recognized at for . So I have around 12 years experience as a Data Center Tech.
Why Is Server Lift A Smart Investment For Data Centres
The data center contains several electrical devices, software, and applications that must be updated, but the task of upgrading servers may be one of the most challenging jobs. Not only is the work difficult, but may be dangerous as well for the people lifting the equipment. Fortunately, a simple solution does exist that can make the server deployment process less difficult. The best solution addresses the deployment process by creating a more efficient and safe environment within the data center.
Data centers are likely to be designed with limited space, meaning theyre going to have constrained aisles and pathways between server racks. To have the capacity to move comfortably through most standard sized datacenter pathways, a smaller width will give the piece of equipment the capability to easily maneuver amongst the data center facility. In addition, the small size of the unit will enable the data center workers to store the server lift in small storage areas, and this is very important because space is restricted in the data center. The ideal server lift should be capable of lifting 500 lbs. within the height of 8 feet.
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Are Lookups Faster With Dictionaries Or Lists In Python
The time complexity to look up a value in a list in Python is O since the whole list iterates through to find the value. Since a dictionary is a hash table, the time complexity to find the value associated with a key is O. Hence, a lookup is generally faster with a dictionary, but a limitation is that dictionaries require unique keys to store the values.
I Data Center Engineer Interview Questions And Answers
As Data center engineer position, pls tell me about yourself?10 tips to answer question: tell me about yourself?Where do you see yourself in 5 years? or what are your career goals?Top 10 career goals examplesWhy should we hire you as Data center engineer position?What is the most difficult situation you have had to face and how did you tackle it?What is your greatest strength as Data center engineer position?List of 24 job strengthsWhy do you want to work for us as Data center engineer position?What are your weaknesses?How would you describe a typical day in your current job?What is your greatest accomplishment?How do you respond to working under pressure?Why do you wish to leave your present job?What sort of salary are you looking for?10 tips to get high salaryWhat questions do you have for me?
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List Some Of The Essential Features Of Hadoop
Hadoop is a user-friendly open source framework.
Hadoop is highly scalable. Hadoop can handle any sort of dataset effectively, including unstructured , semi-structured , and structured .
Parallel computing ensures efficient data processing in Hadoop.
Hadoop ensures data availability even if one of your systems crashes by copying data across several DataNodes in a Hadoop cluster.
Why Does Doing Your Homework Before Presenting A Spending Proposal Help Everyone In The Long Run
When it comes to major purchases , doing research ahead of time is going to save you massive headaches as well as gain you brownie points with upper management. Most of the time they dont care if something is going to give a 0.25% better response time per query than their competitors. Theyre going to care about if this is the best bang for buck available, how long itll be good for and if it will be able to support the organization for an extended period.
Far more importantly, though, theyll want to know how much of a break theyre getting compared to the list price. If you can supply the answers to all of the questions they may ask, theyre going to start trusting your opinions considerably more.
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What Etl Tools Do You Have Experience With What Tools Do You Prefer
There are many variations to this type of question. A different version would be about a specific ETL tool, Are you experienced with Apache Spark or Amazon Redshift? Basically, if a tool is in the job description, it might come up in a question like this.
One tip: Be sure to mention any trainings, how long youve used the tech, and specific tasks you can perform.
As A Data Engineer How Have You Handled A Job
Data engineers have a lot of responsibilities, and its a genuine possibility that youll face challenges while on the job, or even emergencies. Just be honest and let them know what you did to solve the problem. If you have yet to encounter an urgent issue while on the job or this is your first data engineering role, tell your interviewer what you would do in a hypothetical situation. For example, you can say that if data were to get lost or corrupted, you would work with IT to make sure data backups were ready to be loaded, and that other team members have access to what they need.
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