Filter interviews by
Top trending discussions
I applied via Campus Placement and was interviewed before Feb 2019. There were 3 interview rounds.
To choose optimum probability threshold from ROC, we need to balance between sensitivity and specificity.
Choose the threshold that maximizes the sum of sensitivity and specificity
Use Youden's J statistic to find the optimal threshold
Consider the cost of false positives and false negatives
Use cross-validation to evaluate the performance of different thresholds
To test time series trend break up, statistical tests like Augmented Dickey-Fuller test can be used.
Augmented Dickey-Fuller test can be used to check if a time series is stationary or not.
If the time series is not stationary, we can use differencing to make it stationary.
After differencing, we can again perform the Augmented Dickey-Fuller test to check for stationarity.
If there is a significant change in the mean or va...
Communicate transparently and offer alternative solutions.
Explain the limitations of the available data and the potential risks of making decisions based on incomplete information.
Offer alternative solutions that can be implemented with the available data.
Collaborate with the customer to identify additional data sources or explore other options to gather more data.
Provide regular updates on the progress of data collect...
First Question is basic coding question (Term frequecy of words).
Then a case study.
Basic ML questions.
I applied via Recruitment Consulltant
Basic coding with medium level problems
Python, general data related coding
I appeared for an interview before Feb 2024.
Ecommerce Sales, Statistics & Deep learning
I applied via Recruitment Consulltant and was interviewed before Sep 2023. There were 2 interview rounds.
SQL and python questions
Regarding some puzzles and guestimate
I applied via Campus Placement and was interviewed before Jul 2023. There were 4 interview rounds.
Basic questions like stats, probability etc
Scenario based question
I applied via Referral and was interviewed in Nov 2024. There was 1 interview round.
Cancellation in the number of bookings in an app has increased exponentially in the past few weeks, How would you conduct an RCA on the same.
Senior Software Engineer
647
salaries
| ₹14.5 L/yr - ₹44 L/yr |
Software Engineer
315
salaries
| ₹11 L/yr - ₹30 L/yr |
Staff Software Engineer
168
salaries
| ₹20 L/yr - ₹61 L/yr |
Senior Data Engineer
92
salaries
| ₹18 L/yr - ₹45 L/yr |
Senior Software Test Engineer
87
salaries
| ₹18 L/yr - ₹41.6 L/yr |
MasterCard
American Express
Paytm
Fiserv