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Interview questions by company and topic | SysRound

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51 questions

Showing 26–50

Machine learningMedium
Design features for house price prediction
Companies: Two Sigma
Data Cleaning & Wrangling · Feature Engineering
Open workspace
Machine learningMedium
Design Push-Notification System for Airport Surge Pricing
Companies: Upstart
Feature Engineering · Ranking Models
Open workspace
Machine learningMedium
Design Real-Time Fraud Detection with XGBoost Model
Companies: Netflix
Feature Engineering · ML System Design
Open workspace

Page 2 of 3

Machine learningHard

Design regression and classification ML pipelines

Companies: Citadel

Feature Engineering · Supervised Learning

Machine learningMedium

Diagnose Multicollinearity in Flight Delay Prediction Model

Companies: Capital One

Feature Engineering · Regression & Statistical Modeling

Machine learningMedium

Engineer and Impute ZIP Features

Companies: Intuit

Data Cleaning & Wrangling · Feature Engineering

Machine learningMedium

Explain leakage, missing data, and common losses

Companies: Adobe

Data Cleaning & Wrangling · Feature Engineering

Machine learningMedium

Explain PCA and L2 Normalization in Machine Learning

Companies: Experian

Feature Engineering · ML Fundamentals

Machine learningMedium

Find the Flaws in an End-to-End ML Pipeline Case Study Report

Companies: Stackadapt

Feature Engineering · Model Evaluation

Machine learningMedium

Identify and Fix Predictive Model Performance Gaps

Companies: Google

Feature Engineering · Supervised Learning

Machine learningHard

Improve low R² without p‑hacking

Companies: Instacart

Feature Engineering · Regression & Statistical Modeling

Machine learningMedium

Lease Renewal Prediction and Non-Renewal Reason Categorization Take-Home

Companies: Eliseai

Feature Engineering · Supervised Learning

Machine learningMedium

Leverage Existing Model for Low Credit Score Applicants

Companies: Upstart

Feature Engineering · Supervised Learning

Machine learningHard

Model flight delays with EDA and explanation

Companies: Capital One

Feature Engineering · Supervised Learning

Machine learningHard

Model Soccer Shot Conversion

Companies: Google

Feature Engineering · Supervised Learning

Machine learningHard

Normalize features and rank logistic coefficients

Companies: Roblox

Feature Engineering · Regression & Statistical Modeling

Machine learningHard

Predict a Company's Stock Price from Six Years of Web Search Logs

Companies: Two Sigma

Feature Engineering · Time Series & Forecasting

Machine learningHard

Predict and act on contract renewal risk

Companies: Google

Feature Engineering · Supervised Learning

Machine learningHard

Predict bike demand and avoid overfitting

Companies: Two Sigma

Feature Engineering · ML Fundamentals

Machine learningHard

Predict Bike Dock Demand

Companies: Two Sigma

Feature Engineering · Time Series & Forecasting

Machine learningHard

Predict Short-Video Engagement with Skewed Data

Companies: ByteDance

Feature Engineering · Supervised Learning

Machine learningMedium

Predict Stock Prices from Google Search Data

Companies: Two Sigma

Feature Engineering · Time Series & Forecasting

Machine learningMedium

Predicting the Next Elevator Call Location

Companies: Coupang

Feature Engineering · Supervised Learning

Machine learningMedium

QUANTITATIVE RESEARCHER

Companies: Jane Street, JPMorgan, Optiver, Point72 +1

Feature Engineering · ML Fundamentals · ML System Design · Model Evaluation

Machine learningHard

Recommend Three Boards When a User Saves a Pin

Companies: Pinterest

Feature Engineering · Recommendation Systems