The Python Programming test evaluates the knowledge and skills necessary for entry-level to mid-level programmers to write, debug, deploy, and maintain software applications using libraries, keywords, packages, and tools from the standard edition of Python. The assessment measures proficiency across six key areas: Core Data Structures, Control Flow and Functions, Object-Oriented Programming (OOP), Error Handling and Debugging, File Handling and Data Processing, and Modules, Packages, and Environments. Candidates are assessed on their ability to work with data structures such as lists, dictionaries, tuples, and sets, implement logic using object-oriented principles and control flow statements, handle file inputs and outputs, manage dates and times, isolate errors using exception blocks, and organize code into modules and configured environments. The test includes a mix of Essay Composition, Multiple Choice, and Multiple Correct Answer questions, with one or more questions scored using artificial intelligence and one or more questions featuring time limits to help prevent cheating and improve predictive performance.

The specific attributes measured include:

Following completion, the test produces a Candidate Selection Report that includes an overall score and detailed scores for each attribute.

The Candidate Selection Report also provides expert interview questions that help you probe critical or low-scoring areas, along with a guide for noting your evaluation of the candidate's responses. Consistent use of an interview guide is an important part of gaining better candidate insights and making better hiring decisions.

Note that while the Python Programming assessment is a useful and efficient instrument for confirming a base level of skill or knowledge about this important topic, it is not intended to pinpoint the exact level of candidate or skill. We recommend that skills tests, like this one, be used in parallel with other measurements, such as cognitive ability, job fit, and behavioral history. Each different type of test provides a valuable piece of information you can use when evaluating potential job performance.