PM Logistics
(India Edition)
5 dynamics, 5 metrics, and 4 interview-style questions for logistics PMs.
Build Logistics PM Skills — Free →5 Dynamics
Every minute has a cost — time is the hardest constraint in logistics PM
Software eats ops slowly — paper-and-phone workflows coexist with your app
Rider incentives are the real product — bad incentives = bad service
Hub operations are the bottleneck — sort accuracy predicts delivery SLA
Tier-2/3 last-mile is a different game — address quality, payment preferences, trust
5 Metrics
First-attempt delivery rate — p95 matters more than average
Cost per shipment — the lever that decides survival
NDR (non-delivery report) rate and RTO (return to origin) rate
Rider utilisation and earnings — two-sided health check
Customer NPS and seller NPS — you serve both
4 Interview Questions
Design a feature that reduces NDR rate by 30%
A hub is bleeding money — diagnose from first principles
Design an app experience for riders in Tier-3 cities
How would you price a new express delivery service?
FAQ
Is logistics PM a good career path?
Niche but high-impact. You'll work on problems that touch physical-world operations, which most software PMs never encounter. Career paths lead to VP Product at logistics companies, ops leadership, or cross-over into e-commerce fulfillment and quick commerce PM roles.