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Data ScientistCalculate Engagement Metrics for Info-Stream Content Analysis
Data Manipulation (SQL/Python)
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July 12, 2025
String manipulation questions test your ability to clean, parse, and normalize text data.
Expect SUBSTRING, SPLIT, CONCAT, TRIM, and pattern matching with LIKE or regex.
Interviewers care about correctness, edge cases, and readable logic.
Correct parsing and edge-case handling are the main signals.
Explain how you handle NULLs and inconsistent formats.
Prefer clear, readable logic over clever hacks.