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
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