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REQUIREMENT_ID_262 β€’ 3-DAY_ACTIVE_POLICY

Data Analyst

Company
Company Amicus India
Type
Opportunity Type Full-Time Job
Salary
Stipend / Salary 5 LPA
Location
Location Bengaluru (Remote)
Posted Date
Posted Date Today
Data analysis SQL Python Excel Tableau PowerBI Statistical modeling Data cleaning Data visualization R
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Aptitude Practice Questions Open Resource β†—
Comprehensive set of aptitude and reasoning problems to sharpen the analytical skills required for the first interview round.
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Technical Interview Preparation Guide Open Resource β†—
Curated guide covering core technical topics, coding patterns, and problem‑solving techniques useful for data analyst interviews.
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Company‑Specific Data Analyst Insights Open Resource β†—
Focused resource containing interview experiences, sample questions, and tips specifically for Amicus India’s data analyst role.
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Algorithm and Data Structure Problem Set Open Resource β†—
Extensive collection of coding problems to practice data manipulation, SQL queries, and algorithmic thinking essential for technical rounds.

Graduates (B.Tech/B.E, B.Sc, MCA, or equivalent) from any branch with a minimum of 60% aggregate or CGPA 6.0/10. Eligible batch years: 2024, 2025, 2026. No active backlogs at the time of joining. Candidates should have a strong foundation in statistics, data manipulation, and basic programming. Internships or project work in data analytics are a plus.

1
Round 1: Aptitude & Logical Reasoning
2
Round 2: Technical Interview (SQL, Python, case study)
3
Round 3: HR discussion (culture fit, career goals)
Amicus India is a fast‑growing technology consulting and services organization headquartered in Bengaluru, with a strong focus on data‑driven solutions for clients across fintech, healthcare, and retail sectors. The firm prides itself on fostering an innovative culture where engineers, analysts, and business experts collaborate to turn raw data into actionable insights. With a portfolio that includes predictive modeling, dashboard creation, and end‑to‑end data pipeline development, Amicus India has positioned itself as a trusted partner for enterprises looking to harness the power of analytics. The Data Analyst role at Amicus India is a pivotal position that bridges the gap between complex data sets and strategic business decisions. As a Data Analyst, you will be responsible for extracting, cleaning, and interpreting large volumes of data, building visualizations, and delivering concise reports that guide product and operational strategies. The role offers a blend of hands‑on technical work and stakeholder communication, making it ideal for candidates who enjoy both the analytical rigor and the storytelling aspect of data. Key Responsibilities: 1. Interpret data and analyze results using statistical techniques to generate actionable insights. 2. Develop and maintain databases, data collection systems, and analytics pipelines that improve statistical efficiency. 3. Acquire data from primary and secondary sources while ensuring data integrity. 4. Identify, analyze, and interpret trends or patterns in complex data sets. 5. Cleanse and validate data by reviewing reports, printouts, and performance indicators to correct anomalies. 6. Create interactive dashboards and visualizations using tools such as Tableau or PowerBI. 7. Collaborate with cross‑functional teams to define data requirements and deliver customized analytics solutions. 8. Document data processes, methodologies, and findings for future reference. 9. Conduct ad‑hoc analysis to support business initiatives and decision‑making. 10. Stay updated with emerging data technologies and best practices to continuously improve analytical workflows. Tech Stack: Python (pandas, NumPy), SQL, Excel, Tableau/PowerBI, R, statistical libraries (SciPy, statsmodels), Git, and cloud data platforms (AWS Redshift, Google BigQuery). Growth Path: Junior Data Analyst β†’ Data Analyst β†’ Senior Data Analyst β†’ Analytics Lead β†’ Analytics Manager, with regular performance reviews, upskilling programs, and mentorship. Why Join Amicus India? The company offers a competitive salary of 5β€―LPA, a flexible remote work policy, exposure to diverse industry problems, and a collaborative environment that encourages continuous learning. Joining the team provides a unique opportunity to work on real‑world data challenges, accelerate your career in analytics, and contribute to high‑impact projects for leading enterprises.

Amicus India 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 🎯
Amicus India Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for Amicus India 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, SQL, Python, Excel, Tableau, PowerBI, Statistical modeling, Data cleaning, Data visualization, R) & 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
Amicus India 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 Amicus India as a Data Analyst?
Preparation Tip: Highlight Amicus India'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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