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Zeta Interview Questions and Answers
40 Interview questions
I utilize LLMs in various stages, from ideation to user feedback analysis, enhancing product development efficiency.
Ideation: Generate innovative product ideas based on market trends and user needs.
User Research: Analyze user feedback and sentiment to identify pain points.
Content Creation: Draft product documentation, marketing materials, and user guides.
Feature Prioritization: Use LLMs to analyze data and suggest...
Implementing security measures to prevent API misuse from compromised credentials.
Implement OAuth 2.0 for secure token-based authentication, reducing reliance on static credentials.
Use rate limiting to restrict the number of API calls from a single user, mitigating abuse.
Monitor API usage patterns and set up alerts for unusual activity, enabling quick response to potential breaches.
Regularly rotate API keys and cr...
Creating a personal EMI calculator involves defining inputs, applying the formula, and displaying results for user interaction.
Define inputs: Principal amount, interest rate, and loan tenure (e.g., Principal = $10,000, Interest Rate = 10%, Tenure = 5 years).
Use the EMI formula: EMI = [P * r * (1 + r)^n] / [(1 + r)^n - 1], where P = principal, r = monthly interest rate, n = number of months.
Calculate monthly intere...
Design a system for onboarding financial instruments with user-defined limits for transactions and daily amounts.
Onboarding Process: Define a user interface for inputting financial instrument details, such as name, type, daily limit, and transaction count.
Validation: Implement validation checks to ensure limits are within acceptable ranges (e.g., daily amount must be > 0).
Storage: Store the financial instrument...
Efficiently generating unique random numbers can be achieved using algorithms and data structures that ensure no repetitions occur.
Use a Set: Store generated numbers in a Set to automatically handle duplicates. Example: `Set<Integer> uniqueNumbers = new HashSet<>();`
Shuffle an Array: Create an array of numbers and shuffle it. Example: `Collections.shuffle(Arrays.asList(numbers));`
Random Sampling: Use r...
Idempotency is a property of operations where performing them multiple times has the same effect as performing them once.
In HTTP methods, GET and PUT are idempotent; calling them multiple times yields the same result.
For example, calling a DELETE operation on a resource multiple times will not change the outcome after the first call.
Mathematically, a function f(x) is idempotent if f(f(x)) = f(x).
In databases, sett...
Zeta HR Interview Questions
CAP theorem states that a distributed data store can only guarantee two of three properties: Consistency, Availability, and Partition Tolerance.
Consistency: All nodes see the same data at the same time. Example: A bank transaction must be consistent across all branches.
Availability: Every request receives a response, either success or failure. Example: A web service that is always online.
Partition Tolerance: The s...
Key traits for an implementation analyst include attention to detail, problem-solving skills, technical proficiency, communication skills, and adaptability.
Attention to detail: Ability to meticulously review and analyze data to ensure accuracy in implementation processes.
Problem-solving skills: Capability to identify issues, troubleshoot problems, and find effective solutions.
Technical proficiency: Proficiency in ...
Selecting a pump involves assessing flow rate, head, fluid properties, and application requirements for optimal performance.
Determine the required flow rate (e.g., 100 liters per minute for irrigation).
Calculate the total dynamic head (TDH) needed to overcome elevation and friction losses.
Consider the fluid properties, such as viscosity and temperature (e.g., pumping water vs. oil).
Evaluate the pump type (centrifu...
Line sizing criteria involve determining the appropriate diameter and material for piping systems to ensure efficient fluid transport.
Flow Rate: Calculate the required flow rate to determine the necessary pipe diameter. Example: A higher flow rate requires a larger diameter.
Pressure Drop: Consider the acceptable pressure drop over the length of the pipe. Example: Long runs may need larger pipes to minimize drop.
Fl...
Zeta Interview Experiences
77 interviews found
Anonymous
Selected
I appeared for an interview in Jun 2025, where I was asked the following questions.
- Q1. What actions will you take to avoid API usage in the event that credentials are compromised?
- Ans.
Implementing security measures to prevent API misuse from compromised credentials.
Implement OAuth 2.0 for secure token-based authentication, reducing reliance on static credentials.
Use rate limiting to restrict the number of API calls from a single user, mitigating abuse.
Monitor API usage patterns and set up alerts for unusual activity, enabling quick response to potential breaches.
Regularly rotate API keys and credent...
- Q2. At what stage of your process do you utilize Large Language Models (LLM)?
- Ans.
I utilize LLMs in various stages, from ideation to user feedback analysis, enhancing product development efficiency.
Ideation: Generate innovative product ideas based on market trends and user needs.
User Research: Analyze user feedback and sentiment to identify pain points.
Content Creation: Draft product documentation, marketing materials, and user guides.
Feature Prioritization: Use LLMs to analyze data and suggest feat...
Selected
All the assignment to improve our self
Case study all knowledge edias
Share the thought process inorpove our self
Html and other project
(5 Questions)
- Q1. All thrcnical kholwleghe
- Q2. All types of design
- Ans.
Design encompasses various disciplines such as UI, UX, and graphic design.
UI design focuses on the user interface and interactions of a digital product.
UX design focuses on the overall user experience and usability of a product.
Graphic design involves creating visual content for both digital and print media.
Each type of design plays a crucial role in creating a cohesive and user-friendly product.
Examples: UI design for...
- Q3. All graphics design idiaas
- Q4. All types of the assessment
- Q5. And cultural activities
Interview Preparation Tips
Kumar Akash
I applied via Referral and was interviewed in Jul 2024. There were 3 interview rounds.
(3 Questions)
- Q1. Some questions related to APIs/Postman.
- Q2. Some questions related to stakeholder management.
- Q3. Some easy questions related to SQL
(2 Questions)
- Q1. What are some key traits that an implementation analyst must have?
- Ans.
Key traits for an implementation analyst include attention to detail, problem-solving skills, technical proficiency, communication skills, and adaptability.
Attention to detail: Ability to meticulously review and analyze data to ensure accuracy in implementation processes.
Problem-solving skills: Capability to identify issues, troubleshoot problems, and find effective solutions.
Technical proficiency: Proficiency in utili...
- Q2. Explain about your previous experience
(3 Questions)
- Q1. Have you ever mentored someone and have you ever led a team?
- Ans.
Yes, I have mentored junior team members and led a small team in previous roles.
I have mentored junior team members by providing guidance, training, and support to help them develop their skills and reach their goals.
I have led a small team in a project where I was responsible for delegating tasks, setting goals, and ensuring the team stayed on track to meet deadlines.
I have experience in providing feedback, coaching, ...
- Q2. How many micro-services you've worked with in a single project?
- Ans.
I have worked with 5 micro-services in a single project.
Utilized 5 micro-services for different functionalities
Ensured proper communication and coordination between the micro-services
Managed dependencies and interactions between the micro-services
Monitored and maintained the performance of each micro-service
Implemented updates and changes across all micro-services
- Q3. How do you communicate among your team?
- Ans.
We communicate through regular team meetings, emails, instant messaging, and project management tools.
Regular team meetings to discuss progress and address any issues
Utilize emails for formal communication and documentation
Use instant messaging for quick updates and questions
Leverage project management tools like Trello or Asana to track tasks and deadlines
Interview Preparation Tips
- API
- SQL
- Postman
- Stakeholder Management
- Business Management
Selected
I applied via Instahyre and was interviewed in Oct 2024. There were 3 interview rounds.
(2 Questions)
- Q1. SQL Questions on joining tables
- Q2. SQL Questions on optimizing codes
How to approach a data base schema creation and optimization for BMS
(2 Questions)
- Q1. What are your strenghts
- Q2. Questions on leadership skills and conflict resolution
I applied via Company Website and was interviewed in Aug 2024. There were 2 interview rounds.
(2 Questions)
- Q1. Documentations required in a SDLC project management
- Q2. How do you handle change in user requirements and project requirements
- Ans.
I handle change in user and project requirements by actively communicating with stakeholders, prioritizing tasks, and adapting project plans accordingly.
Regular communication with stakeholders to understand their needs and expectations
Prioritizing requirements based on impact and feasibility
Adapting project plans and timelines as needed
Implementing change control processes to track and manage changes effectively
(2 Questions)
- Q1. Challenge you faced and how you overcame it
- Ans.
I faced a challenge of team miscommunication and resolved it through regular team meetings and clear communication channels.
Identified the root cause of miscommunication within the team
Implemented regular team meetings to discuss project progress and address any issues
Established clear communication channels for team members to share updates and concerns
Encouraged open communication and feedback among team members
Monit...
- Q2. How do you manage teams morality
- Ans.
I manage team morale by fostering open communication, recognizing achievements, providing support, and promoting a positive work environment.
Encourage open communication to address any issues or concerns
Recognize and reward team achievements to boost morale
Provide support and resources to help team members succeed
Promote a positive work environment through team-building activities and a supportive culture
Skills evaluated in this interview
I appeared for an interview in Jun 2025, where I was asked the following questions.
- Q1. Ride sharing LLD
- Q2. Course schedule DSA question
I appeared for an interview in Jun 2025, where I was asked the following questions.
- Q1. PM Basics and concepts
- Q2. Scope Creep and its impact
- Ans.
Scope creep refers to uncontrolled changes or continuous growth in a project's scope, impacting timelines and budgets.
Definition: Scope creep occurs when new features or requirements are added without proper control.
Impact on Budget: Increased costs due to additional resources needed to accommodate changes.
Impact on Timeline: Delays in project delivery as teams adjust to new requirements.
Example: A software project ini...
(2 Questions)
- Q1. How to select the pump?
- Ans.
Selecting a pump involves assessing flow rate, head, fluid properties, and application requirements for optimal performance.
Determine the required flow rate (e.g., 100 liters per minute for irrigation).
Calculate the total dynamic head (TDH) needed to overcome elevation and friction losses.
Consider the fluid properties, such as viscosity and temperature (e.g., pumping water vs. oil).
Evaluate the pump type (centrifugal, ...
- Q2. Line sizing criteria?
I applied via Referral and was interviewed in May 2024. There were 3 interview rounds.
(2 Questions)
- Q1. How will you design API modules for a social media product?
- Ans.
Designing API modules for a social media product involves creating endpoints for user authentication, posting content, interacting with friends, and accessing user data.
Identify key features of the social media product such as user profiles, posts, comments, likes, and messages.
Create API endpoints for user authentication, allowing users to register, login, and manage their accounts.
Develop endpoints for posting conten...
- Q2. Talk about your experience?
(2 Questions)
- Q1. What are all the API used for the loan process?
- Ans.
The APIs used for the loan process can include credit score APIs, bank verification APIs, and loan origination APIs.
Credit score APIs: Used to assess the creditworthiness of the borrower.
Bank verification APIs: Used to verify the bank account details provided by the borrower.
Loan origination APIs: Used to facilitate the loan application and approval process.
Payment processing APIs: Used for handling loan repayments.
Doc...
- Q2. What is your current role and how are you contributing?
(2 Questions)
- Q1. How will you design the open banking support platform from US government to be used by the customers and Financial institutions for resolving their queries & problems?
- Ans.
Designing an open banking support platform for customers and financial institutions to resolve queries & problems.
Conduct thorough research on the needs and pain points of customers and financial institutions in the open banking sector.
Collaborate with stakeholders including government agencies, financial institutions, and technology partners to understand requirements and constraints.
Design a user-friendly interface t...
- Q2. What technology will you use for the large database?
- Ans.
For a large database, we will use a combination of relational and NoSQL databases such as MySQL and MongoDB.
Utilize a combination of relational and NoSQL databases for flexibility and scalability
MySQL for structured data and complex queries
MongoDB for unstructured data and high volume of reads and writes
Interview Preparation Tips
- PRoduct Sense
Skills evaluated in this interview
Selected
I applied via LinkedIn and was interviewed in Dec 2024. There was 1 interview round.
(1 Question)
- Q1. Linux, docker kubernetes
I applied via LinkedIn and was interviewed in Oct 2024. There was 1 interview round.
(2 Questions)
- Q1. Prepare an Elevator pitch on why we should hire you for this role.
- Ans.
I bring a unique blend of analytical skills, user empathy, and a proven track record in driving product success.
Strong analytical skills: I successfully led a data-driven project that increased user engagement by 30%.
User-centric approach: Conducted user interviews that informed key product features, resulting in a 25% increase in customer satisfaction.
Cross-functional collaboration: Worked closely with engineering and...
- Q2. Give us a brief background about yourself
Interview Preparation Tips
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Zeta Interviews By Designations
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