Sonata Software Senior Consultant Interview Questions, Process, and Tips

Q1. What is Supervised machine learning? Which algorithm you think you can explain brilliantly? Why we use random forest then normal decision tree
Ans. 
Supervised machine learning is a type of ML where the algorithm learns from labeled data. Random forest is used over normal decision tree for better accuracy and to avoid overfitting.
• Supervised ML learns from labeled data to make predictions on new data

• Random forest is an ensemble learning method that uses multiple decision trees to improve accuracy

• Random forest is preferred over normal decision tree to avoid overfitti...read more
Answered by AI
Add your answer
Q2. Example of case study
Ans. 
Case study on a successful marketing campaign for a new product launch
• Identified target audience and their needs

• Developed a unique selling proposition

• Created a multi-channel marketing plan

• Implemented the plan and tracked results

• Adjusted strategy based on data analysis

• Achieved high sales and positive customer feedback
Answered by AI
Add your answer

Retail case study , company trends salw.. Total sale. Profit charts and reports

Was asked to create a game of finger cricket (like the one indians played in school (90s kids))

Q1. Detailed Architectural discussion on my current project and technical questions.
Add your answer

Q1. Social change interview.
Add your answer

Q1. Salary negotiation
Add your answer

This is a 1 hour code pairing round where you will be asked to implement a feature (like how you would do in a typical project). You look at jira story, understand it, ask questions and implement changes in an existing codebase.

Q1. Tell about your project, and architecture
Add your answer
Q2. Why certain design
Ans. 
Certain designs are chosen for their functionality, aesthetics, and user experience.
• Certain designs are chosen based on the specific needs and requirements of the project or product.

• Designs are often selected for their ability to enhance usability and user experience.

• Aesthetics play a key role in design choices, as visually appealing designs can attract and engage users.

• Some designs are preferred for their efficiency a...read more
Answered by AI
Add your answer
Q3. How will you redesign the project if you could do from scratch
Add your answer
Q4. Questions on your language - like parallel threads etc
Add your answer

Q1. Salary expectations, and why Thoughtworks
Add your answer