SPRINKLR Interview Questions, Process, and Tips

Q1. Guestimate the number of trees
Ans. 
It is impossible to accurately guestimate the number of trees worldwide due to varying factors such as deforestation, reforestation, and different types of forests.
• Factors to consider include the types of forests (tropical, temperate, boreal), deforestation rates, reforestation efforts, and urban areas.

• Estimates range from 3 trillion to 6 trillion trees globally, but these numbers are constantly changing.

• Remote sensing...read more
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Q2. RCA question on their product
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Q3. Improve one of your favorite product
Ans. 
Enhance Spotify's personalized playlists
• Implement a feature to allow users to manually adjust the algorithm's recommendations

• Introduce a 'collaborative playlist' option for users to create playlists with friends

• Enhance the 'Discover Weekly' playlist by incorporating user feedback on song selections
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3 question were asked in 90 min time

Q1. What is precison ?
Ans. 
Precision is the ratio of correctly predicted positive observations to the total predicted positive observations.
• Precision is calculated as TP / (TP + FP), where TP is true positives and FP is false positives.

• It measures the accuracy of positive predictions made by the model.

• A high precision indicates that the model is good at predicting positive cases without many false positives.

• For example, in a binary classificatio...read more
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Q2. What is large lang. model ?
Ans. 
A large language model is a type of artificial intelligence model that is capable of understanding and generating human language at a large scale.
• Large language models use deep learning techniques to process and generate text.

• Examples include GPT-3 (Generative Pre-trained Transformer 3) and BERT (Bidirectional Encoder Representations from Transformers).
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3 questions, varying difficulty

Q1. Dynamic programming question
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Q2. Resume questions
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Q1. Linked list cycle question
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Q2. Resume questions
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3 questions - 1 medium, 2 hard cp based

Q1. Greedy CP question
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Q2. Dynamic Programming CP question
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Q1. Why do you want to join Sprinklr?
Ans. 
I want to join Sprinklr because of its innovative products and strong company culture.
• I am impressed by Sprinklr's reputation in the industry for providing cutting-edge solutions for social media management.

• I believe Sprinklr's emphasis on employee growth and development aligns with my career goals.

• I am excited about the opportunity to work with a diverse and talented team at Sprinklr.
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Q2. Tell us about a difficult situation and how did you tackle it?
Ans. 
I faced a difficult situation when a project deadline was moved up unexpectedly.
• Communicated with team members to assess the impact of the deadline change

• Prioritized tasks and created a new timeline to meet the revised deadline

• Worked extra hours and delegated tasks effectively to ensure project completion on time
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Q1. ML coding - gradient accumulation
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Q2. Project related question
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Q1. What will be the GTM for an app
Ans. 
The GTM for an app refers to the Go-To-Market strategy, which outlines how the app will be launched, marketed, and distributed to users.
• Identify target audience and market segment

• Define pricing strategy and distribution channels

• Create marketing campaigns to generate awareness and drive user acquisition

• Establish partnerships with relevant stakeholders for promotion

• Monitor and analyze performance metrics to optimize GTM
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Q1. Suggest retention metrics to find an early indicator to find which clients will leave
Ans. 
Use metrics like engagement, customer satisfaction, and usage patterns to predict client retention.
• Track customer engagement metrics such as frequency of logins, time spent on platform, and interactions with features.

• Monitor customer satisfaction through surveys, feedback, and Net Promoter Score (NPS).

• Analyze usage patterns to identify any decrease in activity or changes in behavior that may indicate potential churn.

• Ut...read more
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Q1. How will you improve a meme sharing app
Ans. 
I will improve the meme sharing app by adding new features, enhancing user experience, and increasing engagement.
• Implement a feature to allow users to create and customize their own memes

• Introduce a rating system for memes to showcase popular content

• Enhance social sharing capabilities to increase app visibility

• Collaborate with popular meme creators to provide exclusive content

• Optimize app performance and user interface
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Q1. What you expect from sprinklr
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Q1. What has been your career journey
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Q1. Find the second largest number in an array
Ans. 
Iterate through array to find second largest number
• Iterate through the array and keep track of the largest and second largest numbers

• Handle edge cases like duplicates or small array sizes

• Return the second largest number found
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Q2. Other technical questions around java, oops, automation frameworks, testng, manual testing and test case creation.
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