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Valiance Solutions
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I applied via Approached by Company and was interviewed in Nov 2024. There were 3 interview rounds.
General test on Python and SQL.
They will give a case & ask us for ideas. The round will last for about 45 minutes
I applied via Naukri.com and was interviewed in Apr 2024. There were 4 interview rounds.
To analyze the cause of high bounce rate for a product on a website, conduct user behavior analysis, review website performance metrics, and gather feedback.
Conduct user behavior analysis to identify patterns and trends leading to high bounce rate
Review website performance metrics such as page load times, usability, and content relevance
Gather feedback from users through surveys, interviews, and usability testing
Identi...
Valiance Solutions is a consulting firm specializing in business analysis and data analytics.
Valiance Solutions offers services in business analysis and data analytics.
They provide consulting services to help businesses make data-driven decisions.
The company focuses on helping clients improve their operational efficiency and decision-making processes.
Create a category column based on employee salary range - Low, medium, high.
Determine the salary ranges for low, medium, and high based on company standards.
Use conditional logic to assign each employee to the appropriate category.
Consider factors such as experience, education, and job role when determining salary range categories.
Calculate average sales of a product for all days it is sold from sales table
Retrieve sales data for the particular product from the sales table
Calculate the total sales for each day the product is sold
Sum up the total sales and divide by the number of days the product is sold to get the average sales
I have worked on various types of data including financial, customer, sales, and market research data.
Financial data analysis for budgeting and forecasting
Customer data analysis for segmentation and targeting
Sales data analysis for performance tracking
Market research data analysis for competitive analysis
Types of campaigns include email marketing, social media, content marketing, and influencer marketing.
Email Marketing: Sending targeted emails to a list of subscribers.
Social Media Marketing: Promoting products or services on social media platforms.
Content Marketing: Creating and sharing valuable content to attract and engage a target audience.
Influencer Marketing: Collaborating with influencers to promote products or
Campaign data is stored in a centralized database, which can be integrated with customer data for analysis.
Campaign data is typically stored in a centralized database or CRM system.
Customer data can also be stored in a separate database or CRM system.
By integrating the two datasets, business analysts can perform comprehensive analysis to understand the impact of campaigns on customer behavior.
For example, combining cam...
Campaign effectiveness can be measured through various metrics such as conversion rates, ROI, customer engagement, and brand awareness.
Track conversion rates to see how many leads or sales were generated from the campaign
Calculate ROI by comparing the cost of the campaign to the revenue generated
Monitor customer engagement metrics such as click-through rates, open rates, and social media interactions
Conduct surveys or ...
Asked questions on dsa kth frequency,python hashes etc
I applied via Naukri.com and was interviewed in Oct 2022. There were 2 interview rounds.
SQL joins are used to combine data from two or more tables based on a related column.
Joins are used to retrieve data from multiple tables in a single query
Common types of joins include inner join, left join, right join, and full outer join
Joins are performed using the JOIN keyword and specifying the columns to join on
Example: SELECT * FROM table1 JOIN table2 ON table1.column = table2.column
Valiance Solutions interview questions for popular designations
I applied via AngelList and was interviewed in Jan 2022. There was 1 interview round.
Valiance Solutions is a technology consulting and services company.
Provides services in areas such as digital transformation, data analytics, and cloud computing
Works with clients in various industries including healthcare, finance, and retail
Offers customized solutions to meet specific business needs
Has offices in the US, UK, and India
Top trending discussions
I was interviewed in Jan 2025.
I applied via Naukri.com and was interviewed in Nov 2024. There was 1 interview round.
Custom hooks in React are reusable functions that allow you to extract component logic into separate functions for better code organization and reusability.
Custom hooks are created using the 'use' prefix and can be used to share logic between components.
Use cases for custom hooks include fetching data from an API, handling form state, managing local storage, and more.
Example of a custom hook for API call: const useFetc...
useMemo is used to memoize a value, while useCallback is used to memoize a function.
useMemo is used to memoize a value and recompute it only when its dependencies change.
useCallback is used to memoize a callback function and prevent unnecessary re-renders.
Example: useMemo can be used to memoize the result of a complex computation, while useCallback can be used to memoize an event handler function.
Class-based components use ES6 classes and have lifecycle methods, while functional components are simpler and use functions.
Class-based components use ES6 classes to create components, while functional components are created using functions.
Class-based components have lifecycle methods like componentDidMount and componentDidUpdate, while functional components do not.
Functional components are simpler and more lightweig...
Implementing the lifecycle of a React component in a functional component
Use the useEffect hook to replicate lifecycle methods like componentDidMount, componentDidUpdate, and componentWillUnmount
Pass an empty array as the second argument to useEffect to mimic componentDidMount
Pass a variable or state as the second argument to useEffect to mimic componentDidUpdate
Return a cleanup function inside useEffect to mimic compo
Various state management techniques in React include Context API, Redux, and local state.
Context API: React's built-in solution for passing data through the component tree without having to pass props down manually at every level.
Redux: A popular state management library for React applications, allowing for a centralized store to manage application state.
Local state: Managing state within individual components using us
Redux is a predictable state container for JavaScript apps. Middlewares are functions that intercept actions before they reach the reducer.
Redux follows a unidirectional data flow architecture.
Middlewares in Redux are functions that can intercept, modify, or dispatch actions.
Common use cases for middlewares include logging, asynchronous API calls, and handling side effects.
Examples of popular Redux middlewares are Redu...
Hoisting in JavaScript is the behavior where variable and function declarations are moved to the top of their containing scope during the compilation phase.
Variable declarations are hoisted to the top of their scope, but not their initializations.
Function declarations are fully hoisted, meaning they can be called before they are declared.
Hoisting can lead to unexpected behavior if not understood properly.
Event bubbling is the propagation of events from the target element up through its ancestors in the DOM tree.
Events triggered on a child element will 'bubble up' and trigger on parent elements.
Event listeners can be attached to parent elements to handle events from multiple child elements.
Stopping event propagation can be done using event.stopPropagation() or event.stopImmediatePropagation().
Block scope and function scope are two types of scopes in JavaScript that determine the visibility and accessibility of variables.
Block scope refers to the visibility of variables within a block of code enclosed by curly braces. Variables declared with 'let' and 'const' have block scope.
Function scope refers to the visibility of variables within a function. Variables declared with 'var' have function scope.
Variables de...
Yes, I have experience working with semantic tags in HTML.
Used semantic tags like <header>, <nav>, <main>, <section>, <article>, <aside>, <footer> for better structure and SEO.
Understand the importance of using semantic tags for accessibility and search engine optimization.
Semantic tags help in organizing content and making it more readable for developers and browsers.
Various methods for creating an object in JavaScript include object literals, constructor functions, ES6 classes, and Object.create() method.
Object literals: var obj = { key: value };
Constructor functions: function ObjectName() { this.key = value; } var obj = new ObjectName();
ES6 classes: class ClassName { constructor() { this.key = value; } } var obj = new ClassName();
Object.create() method: var obj = Object.create(pr
Shallow copy only copies the references of nested objects, while deep copy creates new copies of nested objects.
Shallow copy creates a new object but does not create copies of nested objects, only copies their references.
Deep copy creates a new object and also creates new copies of all nested objects.
Shallow copy can be achieved using Object.assign() or spread operator, while deep copy can be achieved using JSON.parse(
The code will throw an error because 'a' is declared but not initialized.
The code will result in a ReferenceError because 'a' is declared but not assigned a value.
Variables declared with 'const' must be initialized at the time of declaration.
Initializing 'a' with a value before calling test() will prevent the error.
CSS can be used to arrange elements in a row and column layout using flexbox or grid layout properties.
Use display: flex; for a row layout and display: flex; flex-direction: column; for a column layout
Use justify-content and align-items properties to align items in the main axis and cross axis respectively
For grid layout, use display: grid; and grid-template-columns or grid-template-rows to define the layout
Yes, I have utilized CSS preprocessors such as SASS and LESS.
I have experience using SASS to streamline my CSS workflow by utilizing variables, mixins, and nesting.
I have also worked with LESS to improve code organization and maintainability through features like variables and functions.
The color applied will be based on the specificity of the selector, with ID having higher specificity than class.
ID has higher specificity than class in CSS
Color applied will be based on the selector with higher specificity
Example: If ID selector has color red and class selector has color blue, the color applied will be red
I was interviewed in Jan 2025.
Semantic tags in HTML are specific tags that provide meaning to the content they enclose.
Semantic tags help search engines and screen readers understand the structure of a webpage.
Examples of semantic tags include <header>, <footer>, <nav>, <article>, <section>, <aside>, <main>, <figure>, <figcaption>.
Using semantic tags improves SEO and accessibility of a website.
Currying is a technique in functional programming where a function with multiple arguments is transformed into a sequence of nested functions, each taking a single argument.
Currying helps in creating reusable functions and partial application.
It allows you to create new functions by fixing some parameters of an existing function.
Example: const add = (a) => (b) => a + b; add(2)(3) will return 5.
Map is used to transform each element of an array, while Filter is used to select elements based on a condition.
Map returns a new array with the same length as the original array, but with each element transformed based on a provided function.
Filter returns a new array with only the elements that pass a provided condition function.
Example for Map: [1, 2, 3].map(num => num * 2) will result in [2, 4, 6].
Example for Fi...
Map creates a new array with the results of calling a provided function on every element, while forEach executes a provided function once for each array element.
Map returns a new array with the same length as the original array, while forEach does not return anything.
Map does not mutate the original array, while forEach can mutate the original array.
Map is more suitable for transforming data and creating a new array, w...
Authentication verifies the identity of a user, while authorization determines the user's access rights.
Authentication confirms the user's identity through credentials like username and password.
Authorization determines what actions the authenticated user is allowed to perform.
Authentication precedes authorization in the security process.
Example: Logging into a website (authentication) and then accessing specific pages
Local storage persists even after the browser is closed, while session storage is cleared when the browser is closed.
Local storage has no expiration date, while session storage expires when the browser is closed.
Local storage stores data with no limit, while session storage has a limit of around 5MB.
Local storage data is available across all windows/tabs for that domain, while session storage data is only available wit...
I was interviewed in Jan 2025.
Correlation is the process of extracting dynamic values from server responses and passing them to subsequent requests. Parameterization is the process of replacing hard-coded values in scripts with variables.
Correlation involves identifying and capturing dynamic values like session IDs or tokens from server responses.
Parameterization involves replacing hard-coded values in scripts with variables to make them reusable a...
Load testing is to test the system under normal and peak load conditions, stress testing is to test the system beyond its limits, and all testing is a combination of both.
Load testing checks the system's ability to handle expected load levels, ensuring performance under normal conditions.
Stress testing pushes the system beyond its limits to identify breaking points and measure performance degradation.
All testing combin...
PTLC stands for Performance Testing Life Cycle, which is a set of activities involved in the performance testing process.
PTLC involves planning, preparation, execution, analysis, and reporting of performance tests.
It includes defining performance goals, creating test scenarios, setting up test environments, running tests, analyzing results, and making recommendations.
Example: In PTLC, performance engineers work closely...
Issues faced in Loadrunner scripting, execution, and reports
Scripting: faced issues with correlation, parameterization, and dynamic data handling
Execution: encountered problems with test environment setup, resource constraints, and test data management
Reports: struggled with result analysis, performance bottlenecks identification, and report customization
LG calculation and workload modelling process involves determining the number of Load Generators required and creating a realistic simulation of user behavior.
Calculate the number of Load Generators needed based on expected user load and performance goals.
Create workload models by analyzing user behavior patterns, transaction volumes, and system usage.
Consider factors like peak load times, user distribution, and transa...
NFR scenarios refer to non-functional requirements that define the quality attributes of a system.
NFR scenarios focus on aspects like performance, scalability, reliability, and security.
Examples include load testing to assess system performance under expected load, stress testing to evaluate system behavior under extreme conditions, and security testing to identify vulnerabilities.
NFR scenarios help ensure that the sys...
posted on 2 Feb 2025
I was interviewed in Jan 2025.
A case study in an Optum interview typically revolves around solving a real-world problem related to healthcare, data analysis, technology, or business strategy, given Optum’s focus on healthcare services and technology solutions. Here are some tips on how to approach a case study interview at Optum and a sample example:
Steps to Approach an Optum Case Study:
1. Understand the Problem Statement:
Take time to read the case study carefully and make sure you understand the key issue or question.
Identify the stakeholders involved (patients, healthcare providers, insurance companies, etc.) and the objective (cost reduction, improving patient outcomes, increasing efficiency, etc.).
2. Clarify Assumptions:
If there are any ambiguous elements, ask questions to clarify the problem.
You can also state your assumptions if you're making any, but be clear that these are assumptions.
3. Break Down the Problem:
Identify key data points you would need to analyze.
Break the problem into smaller pieces that can be addressed step-by-step.
4. Analyze:
Use frameworks like SWOT analysis, PESTLE analysis, or Porter’s Five Forces if applicable to the case.
In case of a data-related problem, try to identify key metrics (such as patient satisfaction, cost, quality of care, etc.) and how they can be improved or measured.
For technology-related cases, consider aspects like scalability, security, user experience, and integration with existing systems.
5. Propose a Solution:
Present your findings logically and suggest a solution based on your analysis.
Make sure to consider both short-term and long-term impacts on patient
Computer typing should be 40 wpm. And optional question answer multiple choice questions
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