Freelancing & ServicesPays in USDRemote-friendly
Web Scraping & Data Collection
A Freelancing & Services path — growing steadily in 2026, typically $20-$150/hr depending on complexity and /hr.
Typical earnings
$20-$150/hr depending on complexity and /hr
Complexity
6/10
Time to first dollar
4-8 weeks with active learning and
Trend
Growing
Credentials that count toward this path
TestMu AI (LambdaTest) Selenium Java 101 CertificationCisco Python Essentials 1CS105: Introduction to Python (Saylor Academy)TestMu AI (LambdaTest) Selenium 101 CertificationfreeCodeCamp Scientific Computing with Python CertificationTestMu AI (LambdaTest) Playwright 101 CertificationTest Automation University - Course Completion Certificate (Applitools)IBM Cognitive Class: Python for Data Science
Your next step
Build my plan for this path The Coach sequences it into steps and works out what you still need to learn.
Researched from public sources — earnings vary by skill, market and effort; not a promise of income. Kampe never moves your money.CertificationsDemand ListAccess ListTools