Bike Relocation Strategy | Dataford Interview Questions

Your question is Bike Relocation Strategy. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

Problem

Citi Bike in New York City: how would you define the strategy to rearrange bikes between locations?

Asked in the case interview stage. No dataset or numerical assumptions are provided.

Requirements

Define the primary metric for station availability and explain how it supports Citi Bike's service objective.
Describe the data and decomposition needed to identify stations requiring rebalancing.
Propose a practical rebalancing strategy, including prioritization and timing.
Specify guardrail metrics that prevent improving one station while harming the network.

Data Available

Assume access to station-level trip records, bike and dock inventory snapshots, station capacity, timestamps, weather, planned rebalancing moves, and vehicle or staff capacity.

Your question is Bike Relocation Strategy. Take a moment with it on the right.

Talk me through your thinking if you like. When you're confident, submit your answer and I'll grade it like a real screen (7/10 or better passes).

Citi Bike in New York City: how would you define the strategy to rearrange bikes between locations?

Asked in the case interview stage. No dataset or numerical assumptions are provided.

Requirements

Define the primary metric for station availability and explain how it supports Citi Bike's service objective.
Describe the data and decomposition needed to identify stations requiring rebalancing.
Propose a practical rebalancing strategy, including prioritization and timing.
Specify guardrail metrics that prevent improving one station while harming the network.

Data Available

Assume access to station-level trip records, bike and dock inventory snapshots, station capacity, timestamps, weather, planned rebalancing moves, and vehicle or staff capacity.