Netflix Business Model, Revenue & Cost Structure Questions
In-depth analysis of Netflix's business model, revenue streams, pricing strategy, content costs, operating expenses, and profitability drivers, along with competitive positioning and platform economics within the streaming industry.
MediumTechnical
0 practiced
You find that the monthly revenue figure on a Tableau dashboard differs from the Finance report by 2%. Outline a reproducible investigation plan: which queries to run, which data sources to compare (billing system, payments, general ledger), what ETL logs and transformation checks to inspect, and how to document and fix the root cause.
EasyTechnical
0 practiced
Given a streaming_events table (user_id bigint, title_id bigint, watch_seconds int, event_time timestamp, device_type varchar) write a SQL query to compute total watch hours per title per calendar month and region (assume you can join a titles table with title_id and region column). Explain how you handle null watch_seconds, fractional hours, and large data volume in your approach.
HardTechnical
0 practiced
Behavioral/leadership (hard): Describe a time you led a cross-functional team (data engineers, product, finance) to fix a data quality issue that was misleading executive decisions. Explain the discovery, technical remediation, governance changes you implemented, and how you ensured long-term prevention.
MediumTechnical
0 practiced
Implement in Python a function compute_ltv(arpu_monthly, retention_rates, discount_rate=0.0) that calculates the expected Customer Lifetime Value (LTV) for a monthly subscription product. arpu_monthly may be a scalar or a list of monthly ARPUs; retention_rates is a list with retention probability at each month. Describe assumptions your function uses such as when to stop the summation and how to handle varying ARPU.
HardTechnical
0 practiced
Hard leadership: You are migrating the canonical KPI definitions and dashboards to a new data platform. Describe how you would set up KPI governance including owners, data contracts, metric registries, SLAs, change control, and a rollout plan that preserves historical comparability and minimizes business disruption.
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