Web Scraping Engineer
Web Scraping Engineer Stack
Builds scalable data extraction pipelines, managing proxy rotation and parsing unstructured HTML into clean datasets for analytics and machine learning.
9 toolsLoving this stack?
Web Scraping Engineer
Web Scraping Engineer Stack
Each stage transforms your work — output of one feeds the next.
1Web Scraping
Cuts custom parser maintenance by 80%
AApify
Input
Raw target URLs and specific data field requirements
AI process
Identifies page layouts and extracts structured fields without manual CSS selector configuration
Output
Clean JSON or Markdown payloads of structured web data
Cuts custom parser maintenance by 80%
output becomes next input
2Coding
Saves ~5 hours a week in script writing
CCursor
Input
Clean JSON or Markdown payloads of structured web data
AI process
Generates precise Python scraping scripts and browser automation code on demand
Output
Working scraper code ready for execution
Saves ~5 hours a week in script writing
output becomes next input
3Workflow Automation
Eliminates manual API handling
MMake
Input
Working scraper code ready for execution
AI process
Triggers data transformations and maps scraped fields to destination structures
Output
Organized data loaded into destination databases
Eliminates manual API handling
output becomes next input
4Data Analytics
Reduces data cleaning time by half
AAkkio
Input
Organized data loaded into destination databases
AI process
Cleans anomalies, deduplicates records, and categorizes unstructured text fields
Output
Clean spreadsheets and visual data summaries
Reduces data cleaning time by half
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Loved by 636 people
Loved by 636 people
1
Web Scraping
3 toolsShow alternatives
Apify for deploying scalable serverless crawler actors·Firecrawl for turning full websites into clean markdown·Diffbot for extracting structured data via knowledge graph api
popular
Apify
YCFreemium
4.7
The platform for web scraping, data extraction, and AI agents.
- Ready-made scrapers (Actors)
- Native LLM integrations
- Advanced proxy rotation
Free tier available, starter plans from $49/mo
hot
Freemium
4.9
Turn entire websites into clean, LLM-ready markdown.
- URL to Markdown extraction
- Optimized for RAG & LLMs
- Bypass anti-bot mechanisms
Free tier of 500 credits/mo, paid plans from $19/mo
Paid
4.5
AI web scraping for transforming unstructured data into structured APIs.
- Knowledge Graph API
- AI visual page parsing
- Extracts unstructured data
14-day free trial, premium plans start at $299/mo
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