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Sprinklr Interview Questions

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Data Structures & Algorithms

Write a function that tests whether a string of brackets is balanced.

The Brackets Problem

Cyclic Detection

Machine Learning

Build a random forest model from scratch.

Random Forest from Scratch

Suppose there exists a new airline named Jetco that flies domestically across North America. Jetco recently had a study commissioned that tested the boarding time of every airline, and it came out that Jetco had the fastest average boarding times of any airline.

What factors could have biased this result, and what would you look into?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

What could potentially bias the average boarding time in favor of an airline that only flies domestically?

Boarding Times Bias

A new airline came out as the fastest average boarding times compared to other airlines.  What factors could have biased this result and what would you look into?

Statistics

Let’s say you work for a social media company that has just done a launch in a new city. Looking at weekly metrics, you see a slow decrease in the average number of comments per user from January to March in this city.

The company has been consistently growing new users in the city from January to March.

What are some reasons why the average number of comments per user would be decreasing and what metrics would you look into?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

What metric could be used to measure if active users are still engaging on the platform despite an overall decrease in the average number of comments per user?

Decreasing Comments

How would you investigate a decline in the average number of comments per user?

Product Sense & Metrics

Let’s say that your company is running a standard control and variant AB test on a feature to increase conversion rates on the landing page. The PM checks the results and finds a .04 p-value.

How would you assess the validity of the result?

Experiment Validity

A/B Testing

Sprinklr Salaries by Position

Job Description Summary: As a Product Engineer, you will lead the Architecture and development of one or more critical components/services within our platform. They will play an important role in lifecycle of the project, from ideation and design through to development, testing, documentation, and deployment. You will also guide the technical direction of the team, set coding and quality standards, and ensure that the solutions we build align with Sprinklr’s business and technical strategies. Job Description: Lead Design and Architecture: Architect, design, and develop highly scalable and robust software solutions, leveraging your deep technical expertise in backend systems.• Ownership of Full Project Lifecycle: Drive projects from conception through implementation, testing, deployment, and maintenance.• Mentor and Develop Talent: Guide and mentor junior engineers, promoting best practices in architecture, design, coding standards, and agile methodologies.• Collaboration Across Teams: Work collaboratively with geographically distributed teams in a highly collaborative and ever-evolving environment. Engage with product managers, engineers, and business leaders to deliver impactful products.• Adhere to Engineering Standards: Ensure adherence to standard software engineering practices and advocate for coding excellence and continuous improvements.• Drive Innovation: Push boundaries with creative solutions and adopt emerging technologies that can solve complex problems or enhance platform performance. • Communicate Technical Decisions: Clearly articulate architectural challenges, solutions, and opportunities to technical and non-technical stakeholders, including senior leadership. What Makes You Qualified• Educational Background: B.Tech or M.Tech in Computer Science or equivalent, with an excellent academic record.• Extensive Development Experience: 5+ years of experience in software development, primarily in backend systems.• Proficiency in Key Technologies: Expertise in Java, NodeJS, or Scala and relevant frameworks. • Data Expertise: Experience working with MySQL, Redis, Cassandra, DynamoDB, MongoDB, Kafka, and similar technologies.• Scalable Systems Knowledge: Proven experience in designing, building, and evolving large-scale, complex software projects.• Cloud Expertise: Hands-on experience in developing scalable Cloud-based services on AWS or Azure.• Problem-Solving Prowess: Strong programming skills with a focus on solving technical challenges and delivering elegant solutions.• Adaptability and Curiosity: Ability and interest in quickly learning new technologies and adapting to new environments.• Leadership and Mentorship: A self-starter with a proven ability to lead, mentor, and inspire junior team members.• Collaboration and Communication: Strong team player with excellent verbal and written communication skills, able to work across geo-distributed teams.

Question	Topic	Difficulty	Ask Chance
Boarding Times Bias	Statistics	Medium	Very High
Decreasing Comments	Product Sense & Metrics	Easy	Very High
Experiment Validity	A/B Testing	Medium	Very High

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