About Gibots
Gibots Interview Questions and Answers
Updated 21 Feb 2026Product Manager Interview Experience
Candidate: Emily Davis
Experience Level: Senior
Applied Via: Job Fair
Difficulty:
Final Result: Rejected
Interview Process
3
Questions Asked
- How do you prioritize features in a product roadmap?
- Describe a time you managed cross-functional teams.
- What metrics do you use to measure product success?
- How would you handle a conflict between engineering and marketing?
Advice
Gain more experience in technical product management and be ready to provide concrete examples of leadership and decision-making.
Full Experience
The interviews focused on my product management experience and leadership skills. Although I had strong answers, they preferred a candidate with a more technical background.
AI Research Scientist Interview Experience
Candidate: David Kim
Experience Level: Mid-Level
Applied Via: Recruiter Contact
Difficulty: Hard
Final Result:
Interview Process
5
Questions Asked
- Discuss recent advancements in reinforcement learning.
- How would you design an experiment to test a new AI algorithm?
- Write pseudocode for a novel neural network architecture.
- Explain your published research and its impact.
- Behavioral: Describe a time you overcame a research challenge.
Advice
Prepare to discuss your research in detail and stay updated on the latest AI trends and papers.
Full Experience
The rounds included technical deep-dives, coding, and presentations of my research. The team valued innovation and scientific rigor.
Data Scientist Interview Experience
Candidate: Catherine Smith
Experience Level: Entry-Level
Applied Via: Referral
Difficulty: Easy
Final Result:
Interview Process
2
Questions Asked
- What is the difference between classification and regression?
- Explain how you would handle missing data in a dataset.
- Describe a data project you worked on during your studies.
Advice
Focus on basic data science concepts and be ready to discuss your projects and internships.
Full Experience
The interview was friendly and focused on my academic projects and understanding of fundamental data science concepts. The team was supportive and encouraging.
Robotics Software Developer Interview Experience
Candidate: Brian Lee
Experience Level: Senior
Applied Via: Company Website
Difficulty: Hard
Final Result: Rejected
Interview Process
4
Questions Asked
- Describe your experience with ROS (Robot Operating System).
- How do you optimize real-time robotic control systems?
- Write a function to process sensor data streams efficiently.
- Explain a challenging robotics project you led.
- Behavioral: How do you handle team conflicts?
Advice
Gain deeper hands-on experience with ROS and real-time systems, and prepare for detailed technical questions and coding tests.
Full Experience
The process was intense, including multiple technical interviews and a coding test. The team was very thorough about practical robotics knowledge and system optimization techniques.
Machine Learning Engineer Interview Experience
Candidate: Alice Johnson
Experience Level: Mid-Level
Applied Via: LinkedIn
Difficulty:
Final Result:
Interview Process
3
Questions Asked
- Explain the difference between supervised and unsupervised learning.
- Describe a project where you implemented a neural network.
- How do you handle overfitting in a model?
- Coding challenge: Implement a decision tree from scratch.
Advice
Brush up on machine learning fundamentals and practice coding challenges related to algorithms and data structures.
Full Experience
The interview process started with an online coding test, followed by a technical phone interview focusing on ML concepts. The final round was an onsite interview with the team, including a system design discussion and behavioral questions.
Frequently Asked Questions in Gibots
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Common Interview Questions in Gibots
Q: In a sports contest there were m medals awarded on n successive days (n > 1). 1. On the first day 1 medal and 1/7 of the remaining m - 1 medals were awarded. 2. On the second day 2 medals and 1/7 of the now remaining medals was awarded; and so on.On the nth and last day, the remaining n medals were awarded.How many days did the contest last, and how many medals were awarded altogether?
Q: A man has a wolf, a goat, and a cabbage. He must cross a river with the two animals and the cabbage. There is a small rowing-boat, in which he can take only one thing with him at a time. If, however, the wolf and the goat are left alone, the wolf will eat the goat. If the goat and the cabbage are left alone, the goat will eat the cabbage. How can the man get across the river with the two animals and the cabbage?
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: 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: 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: 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: There is a room with a door (closed) and three light bulbs. Outside the room there are three switches, connected to the bulbs. You may manipulate the switches as you wish, but once you open the door you can't change them. Identify each switch with its bulb.
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: A vessel is full of liquid. From the vessel, 1/3rd of the liquid evaporates on the first day. On the second day 3/4th of the remaining liquid evaporates. What fraction of the volume is present at the end of the second day
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: 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: An escalator is descending at constant speed. A walks down and takes 50 steps to reach the bottom. B runs down and takes 90 steps in the same time as A takes 10 steps. How many steps are visible when the escalator is not operating.Â
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: Joe started from Bombay towards Pune and her friend julie in opposite direction. they met at a point . distance traveled by joe was 1.8 miles more than that of julie.after spending some both started there way. joe reaches in 2 hours while julie in 3.5 hours.Assuming both were traveling with constant speed. What is the distance between the two cities.
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.