Top 27
Prep plan
Updated weekly · Last refresh Aug 30

Oracle Applied Scientist Interview Questions

The questions to prepare for a Oracle Applied Scientist interview. Questions from real interview reports rank first. Updated weekly.

27questions
~5htotal time
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1
CodingStart here. 5 questions · ~50 min
Two Sum with TargetEasy
Practice

Use a hash map to find two array elements that sum to a target in O(n) time.

Hash TablesArraysStringsOracle
Longest Substring Without RepeatsMedium
Practice

Find the longest substring with all unique characters using a sliding window.

Hash TablesStringsTwo PointersOracle
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2
Model Evaluation3 questions · ~30 min
Validate a Machine Learning ModelEasy

How to validate a machine learning model and interpret whether its metrics are trustworthy.

PrecisionAccuracyRecallOracle
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3
Machine Learning4 questions · ~40 min
Supervised vs Unsupervised LearningEasy

Explain how supervised and unsupervised learning differ, and ground the distinction in a practical ML example.

Unsupervised LearningFeature EngineeringBias-Variance TradeoffOracle
Handling Missing Data in MLMedium

Explain practical strategies for handling missing data and how to validate that the chosen approach improves model performance.

Feature EngineeringData WranglingSupervised LearningOracle
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4
System Design6 questions · ~60 min
Real-Time Streaming System DesignHard

Tests system design for streaming ingestion, processing, and fault tolerance.

Feature StoreFeature DriftModel ServingOracle
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5
Behavioral & Leadership7 questions · ~70 min
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6
More topics2 questions · ~20 min
Experiment Design for New FeaturesMedium

Tests statistical thinking for experimentation, metrics, and controlling confounding factors.

Hypothesis TestingStatistical SignificanceA/B TestingOracle
Data Integrity at ScaleMedium

Tests data quality controls, validation, and reliability practices for large-scale data.

Data WranglingCTEsAggregationsOracle
Hands-on SQL practiceWrite and run real queries in the editor. 3 drills · ~30 min
The finish line: interview-readyComplete all 27 questions plus 3 hands-on drills to finish this plan.