Company Focus

Uber Interview Problems (45)

Problems reported from Uber data science interviews

Status	Title	Difficulty	Language	Company	Topic
	Balancing Speed vs. Thoroughness Pro	Easy	Conceptual	Uber Stripe	culture-fit
	Batch vs Stream Processing Pro	Easy	Conceptual	Uber Netflix	big-data
	BFS vs DFS Pro	Easy	Conceptual	Meta Uber	computer-science
	Binary Search Requirements Pro	Easy	Conceptual	Google Uber	computer-science
	Count Orders Per Status Pro	Easy	SQL	Amazon Shopify Uber	group-by
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	Filter Rows by Condition Free	Easy	Python	Airbnb Uber	pandas
	Filter Transactions by Amount Range and Date Pro	Easy	SQL	Stripe Amazon Uber	where
	Handling Ambiguous Requirements Pro	Easy	Conceptual	Meta Uber	culture-fit
	Handling Missing Data Free	Easy	Conceptual	Airbnb Uber	practical-experience
	Inner Join Orders and Customers Free	Easy	SQL	Airbnb Uber Stripe	joins
	Match Shippers to Orders Pro	Easy	SQL	Amazon Uber Shopify	joins
	Multi-Table Join with Quantities Pro	Easy	SQL	Uber Stripe LinkedIn	joins
	Stratified Sampling for Classification Pro	Easy	Conceptual	Microsoft Uber LinkedIn	machine-learning
	Type I vs Type II Error Free	Easy	Conceptual	Netflix Uber Meta	statistics
	A/B Test Duration Pro	Medium	Conceptual	Airbnb Netflix Uber	statistics
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	Apache Kafka Use Cases Pro	Medium	Conceptual	LinkedIn Uber Netflix	big-data
	Cross Join for Combinations Pro	Medium	SQL	Uber Airbnb Stripe	joins
	Customers With No Orders in Last 90 Days Pro	Medium	SQL	Amazon Airbnb Uber	subqueries
	Experiment Design for Feature Launch Pro	Medium	Conceptual	Netflix DoorDash Uber	business-skills
	K-Means Clustering Limitations Pro	Medium	Conceptual	Airbnb Uber Amazon	machine-learning
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	Learning Curve Diagnosis Pro	Medium	Conceptual	Netflix Uber Airbnb	machine-learning
	Logistic Regression Assumptions Pro	Medium	Conceptual	Meta Goldman Sachs Uber	machine-learning
	Merge Datasets Pro	Medium	Python	Uber Airbnb	pandas
	Model Deployment with Containers Pro	Medium	Conceptual	Uber DoorDash	practical-experience
	RANK and DENSE_RANK Comparison Pro	Medium	SQL	Uber Stripe Two Sigma	window-functions
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