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Scale AI ML Interview Questions
18 real machine-learning interview questions reported from Scale AI.
Practice on the problems board →Implement a 3-Layer MLP for Linear Regression (Pure Numpy)
Deep Learning & ArchitecturesLLM API Practical and Output Validation
Forward Deployment EngineeringCredo Behavioral and Customer Engagement
BehavioralProject Deep Dive and Paper Presentation
BehavioralLLM Post-Training Theory Conversation
LLMs & Prompt EngineeringTask Scheduler with Dependencies and Deadline Updates
Coding & Leetcode-style QuestionsDebug a Multi-File Project Assignment System (Fix Failing Tests)
Coding & Leetcode-style QuestionsTask Scheduling to Minimize Overall Completion Deadline (with Dependencies and Heap Optimization)
Coding & Leetcode-style QuestionsTask Processor with Subtasks: a task becomes runnable only after all its subtasks finish
Coding & Leetcode-style QuestionsParty Time Blocks per Neighborhood (Intervals Aggregation & Free Time)
Coding & Leetcode-style QuestionsTask Processor with Dependencies (Subtasks Must Be Consumed First)
Coding & Leetcode-style QuestionsParty Times / Peak Concurrent Parties (Time Range Overlap Counting)
Coding & Leetcode-style QuestionsPoker Hand Pattern Detection with Wildcard Jokers
Coding & Leetcode-style QuestionsTask Processor: Dependencies and Deadlines
Coding & Leetcode-style QuestionsParty Time Blocks
Coding & Leetcode-style QuestionsExisting Codebase Debugging Round
Coding & Leetcode-style QuestionsNeuron Firing Cellular Automata
Coding & Leetcode-style QuestionsNumPy Top-p Sampling and Multi-Head Attention
Coding & Leetcode-style Questions