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REQUIREMENT_ID_1362 β€’ 3-DAY_ACTIVE_POLICY

Data Analyst – MIS

Company
Company LNKD
Type
Opportunity Type Internship
Salary
Stipend / Salary β‚Ή6–10 LPA
Location
Location Bangalore, India
Posted Date
Posted Date Sep 26, 2026
SQL Data Visualization Excel Python Analytical Thinking Problem Solving Communication Attention to Detail
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Aptitude Practice Questions Open Resource β†—
Curated set of quantitative and logical reasoning problems to sharpen the aptitude test performance required for the first interview round.
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Company Interview Preparation Guide Open Resource β†—
Comprehensive guide covering typical interview formats, sample questions, and preparation tips for data analyst roles.
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Interview Preparation Resources Open Resource β†—
A collection of articles and mock interview questions that help candidates build confidence for technical and HR rounds.
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Algorithm Practice Problems Open Resource β†—
Extensive problem set to practice coding and algorithmic thinking, useful for technical assessments involving Python or SQL.

Graduates (B.Tech/B.E., B.Sc., B.Com, MCA, or equivalent) from any stream with a minimum of 60% aggregate. Freshers and candidates with up to 3 years of relevant experience are eligible. No active backlogs at the time of joining. Candidates graduating in 2023‑2025 are preferred.

1
Round 1: Online Aptitude Test
2
Round 2: Technical Interview (SQL & Data Visualization)
3
Round 3: HR Interview (cultural fit and motivation)
FirstClub Technology Pvt. Ltd. is a fast‑growing technology solutions provider based in Bangalore. The firm focuses on building data‑driven products for the education and fintech sectors, helping institutions make smarter decisions through real‑time analytics. With a team of over 150 professionals, FirstClub has delivered end‑to‑end platforms that integrate data ingestion, processing, and visualization, earning a reputation for reliability and innovation in the Indian startup ecosystem. The company’s culture emphasizes continuous learning, cross‑functional collaboration, and a strong customer‑centric mindset, making it an attractive destination for fresh talent looking to make an impact early in their careers. The role of Data Analyst – MIS at FirstClub is designed for recent graduates or early‑career professionals who are eager to translate raw data into actionable business insights. As a member of the MIS (Management Information Systems) team, you will work closely with product managers, engineers, and senior analysts to build dashboards, generate reports, and support data‑driven decision making across the organization. This position offers exposure to the full data lifecycle – from extraction and cleaning to analysis and storytelling – and provides a solid foundation for a career in analytics or business intelligence. Key Responsibilities: 1. Collect, clean, and validate data from multiple internal and external sources. 2. Develop and maintain interactive dashboards using tools such as Power BI or Tableau. 3. Generate periodic MIS reports for senior leadership, highlighting key performance indicators. 4. Perform ad‑hoc analysis to answer business questions and identify growth opportunities. 5. Collaborate with product and engineering teams to define data requirements and improve data pipelines. 6. Conduct root‑cause analysis for any data discrepancies and propose corrective actions. 7. Document data definitions, reporting standards, and analytical methodologies. 8. Assist in building predictive models and trend forecasts under guidance of senior analysts. 9. Ensure data security and compliance with company policies. 10. Stay updated with emerging analytics tools and best practices, sharing knowledge with the team. Tech Stack: SQL, Python (pandas, numpy), Power BI/Tableau, Excel, basic knowledge of ETL tools, Git for version control. Growth Path: Starting as a junior analyst, you can progress to Senior Data Analyst, then to Analytics Lead or Product Analyst roles within 2‑3 years, depending on performance and skill acquisition. The company encourages certifications (e.g., Power BI, Tableau) and offers mentorship programs to accelerate career growth. Why Join FirstClub? You will be part of a vibrant startup environment where your contributions directly influence product direction and business outcomes. The role offers hands‑on experience with real‑world data problems, a supportive learning culture, and competitive compensation ranging from 6 to 10 LPA. If you are passionate about turning data into strategic insights, FirstClub provides the platform to grow both technically and professionally.

LNKD 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 🎯
LNKD Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for LNKD 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 (SQL, Data Visualization, Excel, Python, Analytical Thinking, Problem Solving, Communication, Attention to Detail) & 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
LNKD 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 LNKD as a Data Analyst – MIS?
Preparation Tip: Highlight LNKD's market reputation, recent tech innovations, and how your skills in SQL 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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