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NumPy is the foundation of scientific computing in Python — powering everything from data analysis to machine learning. It provides efficient tools for handling large, multidimensional arrays and performing complex mathematical operations with ease. The NumPy Test evaluates your understanding of array operations, transformations, and computational efficiency using NumPy’s core features.
Duration (Customizable)
13 min
Skills Covered
4
⭐Trusted by 1,000+ professionals worldwide
You’ll be evaluated across four essential areas:
Array Creation and Attributes
Demonstrate proficiency in creating arrays using functions like array(), arange(), linspace(), and zeros(), while understanding attributes such as shape, dtype, and ndim.
Indexing, Slicing, and Reshaping
Apply indexing, boolean filtering, slicing, and reshaping operations to modify and extract data effectively.
Mathematical and Statistical Operations
Perform element-wise operations, aggregations (sum, mean, std, var), and apply universal functions for mathematical and statistical computation.
Advanced Array Manipulation
Utilize broadcasting, stacking, splitting, and advanced indexing to handle complex data transformations and high-dimensional operations.
This is where mathematics meets performance — proving you can write fast, clean, and efficient numerical code using NumPy.
Array Creation and Attributes
Indexing, Slicing, and Reshaping
Mathematical and Statistical Operations
Advanced Array Manipulation
Test Details
Type
Role specific skills
Languages
English
Duration
13 minutes
Difficulty
Intermediate
This test is ideal for data analysts, data scientists, and Python developers who use NumPy for data preprocessing, numerical modeling, or scientific computation. It’s also valuable for professionals preparing for roles in machine learning and quantitative programming.
Enhance your recruitment process with the most comprehensive NumPy and gain access to detailed and advanced reports. Utilize the Test to efficiently hire the perfect candidates 20x faster. Simplify your hiring process with our accessible solutions!

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Comprehensive AI-powered monitoring and security features to maintain test integrity

AI-based Face Detection
Advanced AI detects and verifies candidate's face throughout the test, flagging multiple faces or absence to prevent impersonation.

Dual Screen Detection
Monitors and alerts when candidates use multiple screens or external monitors, marking violations for review.

Code Paste Detection
Tracks when candidates paste pre-written code instead of typing their own and flags the behavior for review.

Screen Recording
Captures screen activity and screenshots at intervals, allowing proctors to review unauthorized software use or suspicious behavior.

Webcam Monitoring
Takes camera shots at intervals to ensure continuous monitoring of identity and environment, preventing external help.

Tab Proctoring
Detects and flags when candidates switch between tabs or browsers to prevent searching for answers online.

Flag Suspicious Candidates
Automatically identifies candidates exhibiting unusual behavior like extended absences, dual monitors, or copy-paste attempts.

Copy-Paste Disabling
Disables copy-paste function during assessments to ensure originality and fairness in candidate responses.

Absentee Monitoring
Tracks assessment attempts and duration to help identify delays, missed attempts, and monitor participation.
Evaluate coding proficiency across 50+ languages and frameworks with real-world coding challenges and algorithmic problems.
Customized assessments for specific job roles including marketing, sales, finance, and management positions.
Measure personality traits, work preferences, and behavioral competencies to ensure cultural fit and team compatibility.
Assess problem-solving skills, logical reasoning, and analytical thinking capabilities for complex decision-making roles.
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