Scan It Up - Smart QR Tags

phdata, inc. Recruitment Process, Interview Questions & Answers

PhData’s hiring involves a coding challenge or case study, followed by technical interviews that probe data engineering and analytics skills. Final stages include behavioral interviews to gauge collaboration, adaptability, and problem-solving in data-driven environments.
4.3
based on 50 Reviews
About Company
Interview Guide
Interviews Experiance
FAQ's Questions

About phdata, inc.

phdata, inc. Interview Questions and Answers

Updated 21 Feb 2026

Machine Learning Engineer Interview Experience

Candidate: Anita P.

Experience Level: Senior

Applied Via: Recruiter Contact

Difficulty: Hard

Final Result: Rejected

Interview Process

4 rounds

Questions Asked

  • Explain different types of neural networks.
  • How do you handle imbalanced datasets?
  • Implement a simple classification algorithm in code.
  • Describe a production ML system you built.
  • Behavioral: How do you stay current with ML research?

Advice

Prepare for coding exercises and deep ML theory questions; also be ready to discuss production experience extensively.

Full Experience

The interview rounds were comprehensive, including coding, system design, and behavioral interviews. Despite strong technical skills, I was told they preferred a candidate with more recent production deployment experience.

Business Intelligence Analyst Interview Experience

Candidate: David K.

Experience Level: Mid-level

Applied Via: Indeed

Difficulty:

Final Result:

Interview Process

3 rounds

Questions Asked

  • How do you create dashboards for non-technical stakeholders?
  • Describe your experience with Tableau or Power BI.
  • Write a SQL query to join multiple tables.
  • Behavioral: Tell me about a time you had to explain complex data findings.

Advice

Demonstrate your ability to translate data into actionable insights and communicate effectively.

Full Experience

The process included a phone screen, a technical test involving SQL and dashboard design, and a final interview focusing on communication skills and culture fit. The team was collaborative and supportive throughout.

Data Scientist Interview Experience

Candidate: Sara L.

Experience Level: Entry-level

Applied Via: Referral

Difficulty:

Final Result:

Interview Process

2 rounds

Questions Asked

  • What is overfitting and how do you prevent it?
  • Explain a machine learning project you worked on.
  • Write a function to calculate accuracy of a classifier.
  • Behavioral: Why do you want to work at phdata?

Advice

Focus on fundamental ML concepts and be ready to discuss your projects clearly and confidently.

Full Experience

The referral helped get my resume noticed. The first round was a technical phone interview, and the second was a video call with the team. The atmosphere was friendly and they were interested in my learning attitude and problem-solving skills.

Cloud Solutions Architect Interview Experience

Candidate: Michael T.

Experience Level: Senior

Applied Via: Company Website

Difficulty: Hard

Final Result: Rejected

Interview Process

4 rounds

Questions Asked

  • Explain cloud migration strategies.
  • How do you design scalable architectures on AWS?
  • Describe a time you resolved a complex client issue.
  • Whiteboard a solution for multi-region data replication.
  • Behavioral: How do you handle tight deadlines?

Advice

Prepare for deep technical questions and case studies; practice whiteboarding solutions and client communication scenarios.

Full Experience

The process was intense with multiple technical rounds including architecture design and problem-solving. I felt the technical depth expected was very high, and the final feedback was that they wanted someone with more hands-on experience in specific AWS services.

Data Engineer Interview Experience

Candidate: Emily R.

Experience Level: Mid-level

Applied Via: LinkedIn

Difficulty:

Final Result:

Interview Process

3 rounds

Questions Asked

  • Explain ETL processes.
  • How do you optimize SQL queries?
  • Describe your experience with Apache Spark.
  • Write a Python script to clean a dataset.
  • Behavioral: Describe a challenging project and how you handled it.

Advice

Brush up on SQL and Python coding challenges, and be ready to discuss past projects in detail.

Full Experience

The interview process started with a phone screen focusing on my background and technical skills. The second round was a technical interview with coding problems and scenario questions. The final round was with the team lead and included behavioral questions and a discussion about the company's culture and projects.

View all interview questions

Frequently Asked Questions in phdata, inc.

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

Common Interview Questions in phdata, inc.

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: 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: Consider a pile of Diamonds on a table. A thief enters and steals 1/2 of the total quantity and then again 2 extra from the remaining. After some time a second thief enters and steals 1/2 of the remaining+2. Then 3rd thief enters and steals 1/2 of the remaining+2. Then 4th thief enters and steals 1/2 of the remaining+2. When the 5th one enters he finds 1 diamond on the table. Find out the total no. of diamonds originally on the table before the 1st thief entered.

Q: There are two balls touching each other circumferencically. The radius of the big ball is 4 times the diameter of the small all. The outer small ball rotates in anticlockwise direction circumferencically over the bigger one at the rate of 16 rev/sec. The bigger wheel also rotates anticlockwise at N rev/sec. What is 'N' for the horizontal line from the centre of small wheel always is horizontal.

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: 36 people {a1, a2, ..., a36} meet and shake hands in a circular fashion. In other words, there are totally 36 handshakes involving the pairs, {a1, a2}, {a2, a3}, ..., {a35, a36}, {a36, a1}. Then size of the smallest set of people such that the res...

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: A light bulb is hanging in a room. Outside of the room there are three switches, of which only one is connected to the lamp. In the starting situation, all switches are 'off' and the bulb is not lit. If it is allowed to check in the room only once.How would you know which is the switch?

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.) (i) B gives four to A.(ii) C gives 3 to E. How much did A,B,C,E give to D?

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: 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: 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: 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: 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 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...

Similar Companies Interview Questions