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Interview questions by company and topic | SysRound

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6 questions

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Machine learningHard
Point light source on a line: sample hits, check the density, recover the source by MLE
Companies: OpenAI
ML Coding · Sampling & Estimation
Last reported Oct 2026
Open workspace
Machine learningMedium
Auditing a Dataset for Sampling, Measurement and Label Bias Before Relying on It
Companies: Genentech
Fairness & Bias · Sampling & Estimation
Open workspace
Machine learningMedium
Compare Predictive Models from Two Vendors
Companies: Google
Model Evaluation · Sampling & Estimation

Machine learningMedium

Design and sample for credit default prediction

Companies: Boston Consulting Group

Feature Engineering · Sampling & Estimation

Machine learningMedium

Design navigation-safety simulation parameters and experiments

Companies: Zoox

Probability · Sampling & Estimation

Machine learningMedium

Diagnose and fix linear regression assumption breaks

Companies: Citibank

Regression & Statistical Modeling · Sampling & Estimation