Python Scripting Automation DevOps Data Intermediate High demand

Python Automation and Data Processing for DevOps

Automate infrastructure tasks and process data with Python scripts.

About This Assessment

Python is the second most in-demand programming language globally and essential for DevOps, data engineering, and automation roles. With AI/ML and automation driving 45% of business priorities in 2026, companies need to verify candidates can write production-grade Python scripts for real-world automation—not just solve algorithm puzzles. This assessment validates practical scripting ability in high-volume hiring scenarios.

What Candidates Will Do

Write a Python script to parse log files (e.g., Apache/Nginx access logs) and extract metrics like top IPs, status codes, error rates

Automate a system administration task: manage files, monitor disk usage, or backup/restore directories with error handling

Process structured data (JSON/CSV) from an API or file: filter, transform, aggregate, and output results

Interact with a database or REST API using Python libraries (requests, psycopg2, pymongo) to fetch and manipulate data

Write unit tests for the scripts using pytest

Automated Grading

Verify Python scripts execute without errors, parse files correctly and produce expected output (validate JSON/CSV structure, metric calculations), automate tasks create/modify system files as intended, API/database interactions retrieve and process data correctly, scripts handle edge cases (missing files, network errors), code follows Python best practices (PEP 8, exception handling, logging), unit tests pass and cover key functions

Environment

Ubuntu 22.04 VM with Python 3.11+, pip, common libraries (requests, pandas, pytest, psycopg2, pymongo), sample log files and datasets, PostgreSQL or MongoDB running locally, Git

Earn a Verified Certificate

Pass this assessment and receive an AbilityScreen Certified Professional credential — verifiable proof of your hands-on skills that you can share with employers.

Performance-verified — proves real skills demonstrated in a live environment, not a multiple-choice test
Employer-verifiable — each certificate has a unique ID that anyone can verify online
Career-ready — share directly to LinkedIn or include in your resume

Ready to prove your skills?

Purchase this assessment and get started today.

$99.00