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REQUIREMENT_ID_314 β€’ 3-DAY_ACTIVE_POLICY

Associate Analyst - Customer Insights & Analytics (IKC)

Company
Company United
Type
Opportunity Type Full-Time Job
Salary
Stipend / Salary 6 LPA
Location
Location Chicago, Illinois, USA
Posted Date
Posted Date Today
SQL Python R Tableau Power BI Excel Statistical Modeling Data Visualization Communication Problem Solving
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Aptitude Practice Questions Open Resource β†—
Helps you sharpen quantitative and logical reasoning skills essential for the online assessment at United Airlines.
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Technical Interview Preparation Guide Open Resource β†—
Covers common data‑analytics interview topics like SQL queries, Python coding, and case studies relevant for United's technical round.
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Comprehensive Interview Prep Resources Open Resource β†—
Provides curated notes, mock interviews, and tips to boost confidence for HR and behavioral rounds at United Airlines.
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Algorithm & Data Structure Problem Set Open Resource β†—
Offers a collection of coding problems to practice problem‑solving speed and accuracy, useful for the technical assessment.

Graduates with a B.Tech/B.E., B.Sc, B.Com or BBA in Computer Science, Statistics, Mathematics, Economics, Engineering or related fields. Minimum 60% aggregate (or CGPA 6.0/10). No active backlogs. Eligible batch years: 2025, 2026, 2027. Must have strong analytical aptitude and good communication skills.

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Round 1: Online assessment (aptitude, logical reasoning, data interpretation)
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Round 2: Technical interview (SQL, Python, case study)
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Round 3: HR interview (fit, motivation, salary discussion)
United Airlines, a global leader in aviation, operates a vast network that connects millions of passengers across continents. With a heritage spanning over nine decades, United has consistently invested in technology and data-driven decision making to enhance customer experience, operational efficiency, and safety. The airline’s culture emphasizes innovation, collaboration, and a commitment to diversity, making it an attractive destination for fresh talent eager to make an impact in the aviation industry. The role of Associate Analyst – Customer Insights & Analytics (IKC) is positioned within United’s Customer Experience division. As a fresh graduate, you will be part of a dynamic team that transforms raw data into actionable insights, helping the airline understand passenger preferences, improve service offerings, and drive revenue growth. You will work closely with senior analysts, product managers, and business stakeholders to deliver data‑powered recommendations that shape strategic initiatives. Key Responsibilities: 1. Collect, clean, and validate large datasets from multiple sources including reservation systems, loyalty programs, and third‑party surveys. 2. Perform exploratory data analysis to uncover trends, patterns, and anomalies related to customer behavior. 3. Develop and maintain dashboards using Tableau/Power BI for real‑time monitoring of key performance indicators. 4. Conduct statistical modeling and predictive analytics (e.g., churn prediction, segmentation) using Python or R. 5. Translate analytical findings into clear business recommendations and present them to cross‑functional teams. 6. Assist in designing A/B tests and experiments to evaluate the impact of new initiatives on customer satisfaction. 7. Document analytical processes, data lineage, and maintain data governance standards. 8. Stay updated with industry best practices and emerging analytics tools to continuously improve analytical capabilities. Tech Stack: SQL, Python (pandas, scikit‑learn), R, Tableau/Powerβ€―BI, Excel, Git, AWS (S3, Redshift). Growth Path: Starting as an Associate Analyst, high performers can progress to Analyst, Senior Analyst, and eventually to Manager or Lead roles within United’s analytics hierarchy, with opportunities to specialize in revenue management, network planning, or digital transformation. Why Join United Airlines? You will gain exposure to a global aviation ecosystem, work on real‑world problems that affect millions of travelers, and develop a robust analytical skill set in a supportive, inclusive environment. United’s commitment to employee development, flexible work arrangements, and competitive benefits make it an ideal launchpad for a rewarding career in data analytics.

United 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 🎯
United Interview Preparation Corner

Comprehensive guide covering typical interview formats, common questions, and preparation tips for United 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, Python, R, Tableau, Power BI, Excel, Statistical Modeling, Data Visualization, Communication, Problem Solving) & 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
United 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 United as a Associate Analyst - Customer Insights & Analytics (IKC)?
Preparation Tip: Highlight United'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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