About ekimetrics
ekimetrics Interview Questions and Answers
Updated 21 Feb 2026Data 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.
Frequently Asked Questions in ekimetrics
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Common Interview Questions in ekimetrics
Q: A rich merchant had collected many gold coins. He did not want anybody to know about them. One day his wife asked, "How many gold coins do we have?" After pausing a moment, he replied, "Well! If I divide the coins into two unequal numbers, then 32 times the difference between the two numbers equals the difference between the squares of the two numbers."The wife looked puzzled. Can you help the merchant's wife by finding out how many gold coins they have?
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: There are 3 clans in an island - The Arcs who never lie, the Dons who always lie and the Slons who lie alternately with the truth. Once a tourist meets 2 guides who stress that the other is a Slon. They proceed on a tour and see a sports meet. The first guide says that the prizes have been won in the order Don, Arc, Slon. The other says that, the order is Slon, Don, Arc. (the order need not be exact). To which clan did each of the guides and the players belong? ...
Q: T, U, V are 3 friends digging groups in fields. If T & U can complete i groove in 4 days &, U & V can complete 1 groove in 3 days & V & T can complete in 2 days. Find how many days each takes to complete 1 groove individually.
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: ABCDE are sisters. Each of them gives 4 gifts and each receives 4 gifts No two sisters give the same combination ( e.g. if A gives 4 gifts to B then no other sisters can give four to other one.)Â (i) B gives four to A.(ii) C gives 3 to E. How much did A,B,C,E give to D?
Q: At 6?o a clock ticks 6 times.The time between first and last ticks is 30 seconds.How long does it tick at 12?o clock?2.A hotel has 10 storey. Which floor is above the floor below the floor, below the floor above the floor, below the floor above the fifth.
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: 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: Raj has a jewel chest containing Rings, Pins and Ear-rings. The chest contains 26 pieces. Raj has 2 and 1/2 times as many rings as pins, and the number of pairs of earrings is 4 less than the number of rings. How many earrings does Raj have?...
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 family X went for a vacation. Unfortunately it rained for 13 days when they were there. But whenever it rained in the mornings, they had clear afternoons and vice versa. In all they enjoyed 11 mornings and 12 afternoons. How many days did they stay there totally?
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 ?
Q: A man driving the car at twice the speed of auto one day he was driven car for 10 min. and car is failed. he left the car and took auto to go to the office .he spent 30 min. in the auto. what will be the time take by car to go office?
Q: A person meets a train at a railway station coming daily at a particular time. One day he is late by 25 minutes, and he meets the train 5 k.m. before the station. If his speed is 12 kmph, what is the speed of the train.
Q: There are some chickens in a poultry. They are fed with corn. One sack of corn will come for 9 days. The farmer decides to sell some chickens and wanted to hold 12 chicken with him. He cuts the feed by 10% and sack of corn comes for 30...
Q: In mathematics country 1,2,3,4....,8,9 are nine cities. Cities which form a no. that is divisible by 3 are connected by air planes. (e.g. cities 1 & 2 form no. 12 which divisible by 3 then 1 is connected to city 2). Find the total no. of ways you can go to 8 if you are allowed to break the journeys.