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ekimetrics Recruitment Process, Interview Questions & Answers

ekimetrics typically conducts a multi-stage interview process involving a technical assessment to evaluate data science skills, followed by case studies and behavioral rounds to assess problem-solving and cultural fit.
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About ekimetrics

ekimetrics Interview Questions and Answers

Updated 21 Feb 2026

Data Analyst Interview Experience

Candidate: Emma R.

Experience Level: Junior

Applied Via: Company career fair

Difficulty:

Final Result: Rejected

Interview Process

2 rounds

Questions Asked

  • Explain how you clean and prepare data.
  • What tools do you use for analysis?
  • Tell us about a project where you used data to solve a problem.

Advice

Gain more hands-on experience with SQL and data visualization tools. Practice explaining your projects clearly.

Full Experience

The first round was a technical screening with questions on data manipulation and tools. The second was a behavioral interview. I felt underprepared for some technical questions and will focus on improving those skills.

Consultant Interview Experience

Candidate: Mark D.

Experience Level: Mid-level

Applied Via: Recruiter outreach

Difficulty:

Final Result:

Interview Process

3 rounds

Questions Asked

  • Describe a consulting project you led.
  • How do you handle client objections?
  • Walk me through a data-driven recommendation you made.

Advice

Prepare examples of your consulting experience and focus on communication and problem-solving skills.

Full Experience

The interviews included a case study, behavioral questions, and a discussion about my previous consulting roles. The interviewers valued clear communication and practical insights.

Business Analyst Interview Experience

Candidate: Sophie L.

Experience Level: Entry-level

Applied Via: LinkedIn job post

Difficulty:

Final Result:

Interview Process

2 rounds

Questions Asked

  • How do you prioritize tasks?
  • Describe your experience with data visualization tools.
  • Give an example of a time you worked in a team.

Advice

Highlight your communication skills and eagerness to learn. Familiarity with Excel and Tableau is a plus.

Full Experience

The first round was a phone interview focusing on my background and motivation. The second round was with the hiring manager, including situational questions and discussion about the role. The atmosphere was supportive and encouraging.

Machine Learning Engineer Interview Experience

Candidate: John K.

Experience Level: Senior

Applied Via: Referral

Difficulty: Hard

Final Result: Rejected

Interview Process

4 rounds

Questions Asked

  • Implement a classification algorithm from scratch.
  • Explain bias-variance tradeoff.
  • How do you optimize model performance in production?
  • Describe a challenging ML problem you solved.

Advice

Prepare for deep technical questions and practical coding exercises. Also, be ready to discuss deployment and scalability.

Full Experience

The process was intense with a coding challenge, technical deep dive, system design, and cultural fit interviews. Despite good preparation, I felt some questions required more specific experience than I had.

Data Scientist Interview Experience

Candidate: Alice M.

Experience Level: Mid-level

Applied Via: Online application through company website

Difficulty:

Final Result:

Interview Process

3 rounds

Questions Asked

  • Explain a machine learning project you worked on.
  • How do you handle missing data?
  • Describe a time you had to communicate complex data findings to a non-technical audience.

Advice

Brush up on your machine learning fundamentals and be ready to discuss your past projects in detail.

Full Experience

The first round was a phone screening focusing on my background and motivation. The second was a technical interview with coding and data questions. The final round was with the team, including a case study and behavioral questions. The interviewers were friendly and interested in how I approach problems.

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Frequently Asked Questions in ekimetrics

Have a question about the hiring process, company policies, or work environment? Ask the community or browse existing questions here.

Common Interview Questions in ekimetrics

Q: A hare and a tortoise have a race along a circle of 100 yards diameter. The tortoise goes in one directionand the hare in the other. The hare starts after the tortoise has covered 1/5 of its distance and that too leisurely.The hare and tortoise meet when the hare has covered only 1/8 of the distance. By what factor should the hareincrease its speed so as to tie the race?

Q: Suppose a newly-born pair of rabbits, one male, one female, are put in a field. Rabbits are able to mate at the age of one month so that at the end of its second month a female can produce another pair of rabbits. Suppose that our rabbits never die and that the female always produces one new pair (one male, one female) every month from the second month on.

Q: 9 cards are there. You have to arrange them in a 3*3 matrix. Cards are of 4 colors. They are red, yellow, blue and green. Conditions for arrangement: one red card must be in first row or second row. 2 green cards should be in 3rd column. Yellow cards must be in the 3 corners only. Two blue cards must be in the 2nd row. At least one green card in each row.

Q: A rich man died. In his will, he has divided his gold coins among his 5 sons, 5 daughters and a manager. According to his will: First give one coin to manager. 1/5th of the remaining to the elder son.Now give one coin to the manager and 1/5th of the remaining to second son and so on..... After giving coins to 5th son, divided the remaining coins among five daughters equally.All should get full coins. Find the minimum number of coins he has?

Q: 3 policemen and 3 thieves had to cross a river using a small boat. Only two can use the boat for a trip. All the 3 policemen and only 1 thief knew to ride the boat. If 2 thieves and 1 policeman were left behind they would kill him. But none of them escaped from the policemen. How would they be able to cross the river?

Q: The citizens of planet nigiet are 8 fingered and have thus developed their decimal system in base 8. A certain street in nigiet contains 1000 (in base 8) buildings numbered 1 to 1000. How many 3s are used in numbering these buildings?

Q: There are 3 sticks placed at right angles to each other and a sphere is placed between the sticks . Now another sphere is placed in the gap between the sticks and Larger sphere . Find the radius of smaller sphere in terms of radius of larger sphere.

Q: Every day a cyclist meets a train at a particular crossing .The road is straight before the crossing and both are travelling in the same direction.Cyclist travels with a speed of 10 kmph.One day the cyclist come late by 25 minutes and meets the train 5 km before the crossing.What is the speed of the train?

Q: Tom has three boxes with fruits in his barn: one box with apples, one box with pears, and one box with both apples and pears. The boxes have labels that describe the contents, but none of these labels is on the right box. How can Tom, by taking only one p

Q: There are 7 letters A,B,C,D,E,F,GAll are assigned some numbers from 1,2 to 7.B is in the middle if arranged as per the numbers.A is greater than G same as F is less than C.G comes earlier than E.Which is the fourth letter

Q: Jarius and Kylar are playing the game. If Jarius wins, then he wins twice as many games as Kylar. If Jarius loses, then Kylar wins as the same number of games that Jarius wins. How many do Jarius and Kylar play before this match?

Q: In a Park, N persons stand on the circumference of a circle at distinct points. Each possible pair of persons, not standing next to each other, sings a two-minute song ? one pair immediately after the other. If the total time taken for singing is 28 minutes, what is N?

Q: Give two dice - one is a standard dice, the other is blank (nothing painted on any of the faces). The problem is to paint the blank dice in such a manner so that when you roll both of them together, the sum of both the faces should lie between 1 and 12. Numbers from 1-12 (both inclusive) equally likely.

Q: If I walk with 30 miles/hr i reach 1 hour before and if i walk with 20 miles/hr i reach 1 hour late. Find the distance between 2 points and the exact time of reaching destination is 11 am then find the speed with which it walks.

Q: There are four dogs/ants/people at four corners of a square of unit distance. At the same instant all of them start running with unit speed towards the person on their clockwise direction and will always run towards that target. How long does it take for them to meet and where?

Q: Given a collection of points P in the plane , a 1-set is a point in P that can be separated from the rest by a line, .i.e the point lies on one side of the line while the others lie on the other side. The number of 1-sets of P is denoted by n1(P)....

Q: Consider a series in which 8 teams are participating. each team plays twice with all other teams. 4 of them will go to the semi final. How many matches should a team win, so that it will ensure that it will go to semi finals.?

Q: Jack and his wife went to a party where four other married couples were present. Every person shook hands with everyone he or she was not acquainted with. When the handshaking was over, Jack asked everyone, including his own wife, how many hands they shook?

Q: In a country where everyone wants a boy, each family continues having babies till they have a boy. After some time, what is the proportion of boys to girls in the country? (Assuming probability of having a boy or a girl is the same)

Q: A Man is sitting in the last coach of train could not find a seat, so he starts walking to the front coach ,he walks for 5 min and reaches front coach. Not finding a seat he walks back to last coach and when he reaches there,train had completed 5 miles. what is the speed of the train ?