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REQUIREMENT_ID_304 β€’ 3-DAY_ACTIVE_POLICY

Data / Business Analyst

Company
Company Mitra Learn
Type
Opportunity Type Full-Time Job
Salary
Stipend / Salary β‚Ή17,000–₹25,000/month
Location
Location Kudlu Gate, Bangalore
Posted Date
Posted Date Today
Data Analysis Business Analysis MS Excel Google Sheets SQL Power BI Reporting Dashboard Creation Market Research Data Visualization Problem Solving Business Insights
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Aptitude Practice Questions Open Resource β†—
Curated logical and quantitative problems that help you sharpen the reasoning skills required for the online screening round at LinkedIn.
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Company Interview Preparation Guide Open Resource β†—
Comprehensive guide covering typical interview formats and sample questions asked by tech and analytics firms like LinkedIn.
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Comprehensive Interview Prep Resources Open Resource β†—
A collection of articles, mock interviews, and tips that aid in preparing for business analyst and data analyst roles at LinkedIn.
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Algorithm and Data Structure Problems Open Resource β†—
Extensive problem set to practice coding and analytical thinking, useful for technical assessments in LinkedIn interviews.

Bachelor’s degree in Business Administration, Commerce, Economics, Statistics, Computer Applications or related field; minimum 60% aggregate; graduating batch 2022‑2025; no active backlogs at the time of joining; strong analytical mindset and proficiency in Excel/Sheets.

1
Round 1: Online aptitude & logical reasoning test
2
Round 2: Technical interview covering SQL, Excel, and case‑study based business analysis
3
Round 3: HR interview focusing on cultural fit and communication skills
Mitra Learn Pvt. Ltd. is an emerging ed‑tech startup headquartered in Bangalore, focused on delivering personalized learning solutions to schools and corporate learners across India. Since its inception, the company has built a robust platform that blends AI‑driven content curation with real‑time analytics, helping educators track student progress and institutions make data‑backed decisions. With a fast‑growing client base and a culture that encourages experimentation, Mitra Learn is positioned as a key player in the Indian education technology landscape. The Data / Business Analyst role sits at the heart of Mitra Learn’s decision‑making engine. As a bridge between business stakeholders and the data team, you will translate complex business problems into clear analytical frameworks, generate actionable insights, and help shape product enhancements. You will collaborate with product managers, sales, and operations to understand their data needs, design reports, and build visual dashboards that drive strategic initiatives. **Key Responsibilities:** 1. Gather and document business requirements from cross‑functional teams. 2. Clean, transform, and analyze large datasets using Excel, Google Sheets, and SQL. 3. Develop interactive dashboards and visualizations in Power BI to monitor KPIs. 4. Conduct market research and competitive analysis to identify growth opportunities. 5. Prepare regular MIS reports and ad‑hoc analyses for senior leadership. 6. Present findings and recommendations in clear, data‑driven narratives. 7. Identify process inefficiencies and propose data‑centric improvements. 8. Maintain data quality standards and ensure accuracy across all reporting artifacts. 9. Support the product team with A/B test design and result interpretation. 10. Stay updated with emerging analytics tools and best practices to continuously enhance reporting capabilities. **Tech Stack & Tools:** MS Excel, Google Sheets, SQL, Power BI, basic statistical concepts, and familiarity with data visualization principles. While not mandatory, exposure to Python/R for advanced analytics is a plus. **Growth Path:** Starting as an Analyst, high performers can progress to Senior Analyst, then to Analytics Manager, and eventually to Head of Business Intelligence, overseeing a team that influences company‑wide strategy. **Why Join Mitra Learn?** The company offers a vibrant, learning‑focused environment where fresh talent can make a tangible impact on product direction. You will work alongside seasoned professionals, gain exposure to end‑to‑end analytics workflows, and enjoy a competitive salary package with immediate joining preference. The on‑site Bangalore location provides access to a thriving tech ecosystem and ample networking opportunities.

Mitra Learn β€” Data Analytics & SQL Interview Guide

Previously asked questions, exam syllabus, coding benchmarks & round strategy.

APTITUDE & LOGIC πŸ“–
Aptitude Practice Questions & Online Mock Tests

Curated logical, quantitative, and verbal reasoning problems to sharpen reasoning skills required for the initial screening test.

Open Resource β†—
COMPANY GUIDE 🎯
Mitra Learn Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for Mitra Learn and off-campus tech roles.

Open Resource β†—
MOCK TESTS & PAPERS πŸ“
Comprehensive Interview Prep Resources & Syllabus

Collection of previous year questions, company-specific test patterns, and interview experiences for technical and HR rounds.

Open Resource β†—
CODING PRACTICE πŸ’»
Algorithm and Data Structure Problem Set

Practice problems to improve coding proficiency and algorithm problem-solving speed for technical rounds.

Open Resource β†—
Round 1: Online Assessment (OA)
Aptitude, Quantitative Logic & 2 Coding Problems
Focus on accuracy and speed. Practice arrays, strings, and standard arithmetic puzzles.
Round 2: Technical Interview 1
Core Tech Stack (Data Analysis, Business Analysis, MS Excel, Google Sheets, SQL, Power BI, Reporting, Dashboard Creation, Market Research, Data Visualization, Problem Solving, Business Insights) & Live Code Tracing
Explain your thought process aloud. Analyze time & space complexities before coding.
Round 3: System Design & Problem Solving
Database Schemas, APIs & Architecture Basics
Clarify edge cases, diagram schemas cleanly, and discuss scalability trade-offs.
Round 4: HR & Cultural Fit Discussion
Mitra Learn Core Values, Learning Agility & Offer Terms
Demonstrate passion, strong communication, and readiness for full-time collaboration.
What is the difference between WHERE and HAVING clauses in SQL? Answer β–Ό
Model Answer: WHERE filters rows before any groupings are applied, while HAVING filters aggregated groups after GROUP BY has executed.
Explain SQL Window functions: ROW_NUMBER(), RANK(), and DENSE_RANK(). Answer β–Ό
Model Answer: ROW_NUMBER() assigns unique sequential integers. RANK() assigns identical ranks to ties and skips ranks. DENSE_RANK() assigns identical ranks to ties without skipping rank numbers.
How do you handle NULL and missing values during data cleaning in Python/Pandas? Answer β–Ό
Model Answer: Use .isna().sum() to identify missing values. Impute with mean/median using .fillna() or remove with .dropna(subset=[...]) depending on variance impact.
What is the difference between Star Schema and Snowflake Schema in Data Warehousing? Answer β–Ό
Model Answer: Star Schema has denormalized dimension tables directly connected to the central Fact table. Snowflake Schema normalizes dimension tables into sub-dimensions to minimize redundancy.
How do you calculate MoM (Month-over-Month) growth in SQL? Answer β–Ό
Model Answer: Use LAG(revenue, 1) OVER (ORDER BY month) to fetch the previous month's revenue and compute (revenue - prev_revenue) / prev_revenue * 100.
Why do you want to join Mitra Learn as a Data / Business Analyst?
Preparation Tip: Highlight Mitra Learn's market reputation, recent tech innovations, and how your skills in Data Analysis directly solve their team's objectives.
Describe a challenging bug or academic project roadblock and how you resolved it.
Preparation Tip: Use the STAR method: Situation (project context), Task (what needed solving), Action (specific tools/logic applied), Result (quantifiable positive outcome).
How do you handle strict deadlines or sudden scope changes?
Preparation Tip: Explain your prioritization strategy, proactive communication with mentors/peers, and agile mindset.

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