Python Python Scripting Automation Data APIs Foundational High demand

Python Scripting for Automation and Data Processing

Write practical Python scripts to automate tasks and process data.

About This Assessment

Python skills appear in 42,000+ web development jobs and are fundamental to data analyst roles (16,000+ openings). Entry-level positions are flooded with bootcamp graduates who can write basic code but struggle with real-world automation scenarios. This assessment verifies practical scripting ability for file processing, API integration, and task automation.

What Candidates Will Do

1

Write a script to parse CSV files, clean data, and generate summary reports

2

Automate API requests to fetch data, handle errors, and save results to a database

3

Create a file processing utility that monitors a directory and performs batch operations

4

Debug and fix a broken Python script with logic errors and exception handling issues

Automated Grading

Verify scripts execute without errors, handle edge cases appropriately, produce correct output files/reports, follow Python best practices (PEP 8), and include proper error handling. Check that API interactions include retry logic and database operations use parameterized queries.

Environment

Ubuntu VM with Python 3.10+, pip, common libraries (pandas, requests, sqlite3), sample CSV/JSON data files, SQLite database, and local mock API endpoint.

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