The interview process consisted of an initial HR screening, followed by a technical round covering .NET, C#, and system design basics. The interviewer asked practical scenario-based questions and a short coding task. The overall experience was smooth, professional, and the communication from the recruiter was clear throughout the process.
Interview questions [1]
Question 1
They asked me to explain the difference between .NET Core, MVC, and Web Forms.
Round 1: Initial Screen (Recruiter/HR)
Goal: Behavioral fit and resume verification.
Tip: Be ready to talk about your SRM projects (like the Attendance System) and why you chose Data Science.
Round 2: Online Technical Assessment (OA)
Format: 60–90 minutes on platforms like HackerRank or LeetCode.
Content: SQL (Joins/Window Functions), Python (Data Wrangling with Pandas/NumPy), and basic Statistics.
Round 3: Technical Interview (Live Coding & ML)
Format: 1:1 with a Data Scientist.
Focus: Deep dive into ML algorithms (SVM, Random Forest, etc.) and coding a logic problem from scratch.
Round 4: Case Study / Business Intuition
Goal: Can you solve a real problem?
Example: "We have a 10% drop in user retention this month. What data do you look at to find out why?"
Round 5: Final Behavioral (Leadership/Culture)
Goal: Checking collaboration skills using the STAR method (Situation, Task, Action, Result).
I applied through other source. I interviewed at Freelancer (New York, NY)
Interview
Applied online and heard back within a week. The interview was a one-on-one session with the team lead. It was more of a conversation about my skills and how they fit the current team's needs. The interviewer was friendly and gave me a good overview of the company's culture. Even though it didn't work out, the experience was positive and the feedback was constructive.
Interview questions [1]
Question 1
What interests you most about working for a smaller company compared to a large corporation?
I applied online. I interviewed at Freelancer (London, England)
Interview
Detailed interview process where they examine everything they say you can do in your CV. Very thorough and intelligent interviewers. There are quite a few stages to the process and you get a good feeling for the culture.