🔥 Why LeetCode 3580 Matters for SQL Interview Preparation LeetCode 3580 is not just another SQL puzzle—it reflects real business logic used by organizations in employee performance tracking, KPI monitoring, productivity analytics, HR dashboards, and more. Companies expect analysts and engineers to interpret multi-month or multi-quarter performance data and spot improving trends. This problem focuses on identifying employees who show consistent improvement over consecutive periods, which mirrors real corporate datasets. This type of question tests your ability to: Analyze time-based metrics Compare values across adjacent rows Use window functions to track changes Filter results based on growth patterns Understand grouping and ordering Build scalable and readable SQL code Mastering this problem gives you a strong edge in technical interviews. 📊 Problem Summary (Simplified) You are given an employee performance dataset that includes: Employee ID Month Performance score or performance metric Your task is to determine which employees have performance metrics that consistently improve month over month. That means: Every month’s value is greater than the previous month No dips or stagnation Ordering by time is essential Individual employee grouping is required This type of logic aligns closely with real-world business intelligence tasks where analysts track employee progress or evaluate department performance trends. 🎯 Skills You Learn in This Video This tutorial strengthens the following SQL concepts: ✔ Window Functions Learn how to use LAG() or LEAD() to compare current and previous values for each employee. ✔ Partitioning and Ordering Understand how to partition data by employee ID and order it by month to identify trends. ✔ Logical Filtering Identify which rows break the improvement pattern and eliminate those employees. ✔ Grouping and Aggregation Learn how to validate that an employee improves consistently across all months. ✔ Real Interview Thinking Watch the entire reasoning process that mirrors what interviewers expect. 🔍 Step-by-Step SQL Approach You Will Learn In the video, we will solve the problem using a clear structured approach: This SQL problem is extremely useful if you're preparing for: Data Analyst interviews Business Analyst interviews SQL Developer positions Data Engineer roles Machine Learning/AI Analyst roles Power BI / Tableau Analyst positions Product Analyst roles Companies like Amazon, Google, Meta, Microsoft, Deloitte, EY, Accenture, JPMorgan, Walmart, Uber, LinkedIn, Adobe, and more ask similar logic questions. 🔔 Don’t Forget to Subscribe! If you enjoy SQL, Power BI, Python, and data analytics content, make sure to subscribe to the channel Insightvanta for more high-quality tutorials, interview prep videos, projects, dashboards, and data case studies. #LeetCode3580 #SQLInterview #SQLPractice #DataAnalytics #DataAnalyst #DataEngineering #LeetCodeSQL #SQLTutorial #FAANGInterview #TechInterviewPrep #SQLWindowFunctions #LearnSQL #SQLProblems #SQLQueries #SQLLearning #DataScience #BusinessAnalytics #AnalyticsCareer #CareerInData #PowerBI #Insightvanta #SQLForBeginners #AdvancedSQL #DataAnalystInterview #BusinessAnalystInterview #DataEngineeringInterview #SQLSolution #StepByStepSQL #CodingInterview #LeetCodeSolution #SQLSkills #DataTrends #WindowFunctionSQL #PerformanceAnalysis #EmployeeData #SQLTraining #TechCareers #InterviewSkills #DSAForAnalytics #DatabaseQuerying #SQLConcepts #StudyWithMe #AnalyticsTutorial #RealWorldSQL #LeetCodeHard #LeetCodeMedium #DataInterviewQuestions #TrendingSQL #ConsistentlyImprovingEmployees #SQLGrowth