🕷️️ Job Radar • SCRAPING

freelancer.com 🟡 2026-05-07

🔹 Refactor Raw Job Descriptions into Structured Technical Manifest (JSON)
👤 Client: 🇺🇸 chillicothe, United States Member since 2025-11-11
💰 Price: $108 Average bid
🚩 Problem: Transform raw job descriptions from ZoomInfo into a structured format for technical implementation.
📦 Existing: [ZoomInfo Subscription], [Experience in Data Extraction]

Specifications:

[Target] - Extract contacts of Accounts Payable Specialists working in construction, logistics, rental, or transportation industries.
[Method] - Utilize ZoomInfo API with specific filters for industry and job title.
[UI/UX] - Not applicable
[Stack] - Python (for data extraction), Pandas (for data manipulation), XlsxWriter (for output formatting)
[Security] - Ensure data privacy and compliance with ZoomInfo API usage policies.
[Format] - Output as an XLSX file containing full name, verified work email, direct phone if available, company name, industry tag, and company location.

Workflow:

Define the exact filters for industry (construction, logistics, rental, transportation) and job title ('Accounts Payable Specialist').
Use ZoomInfo API to extract relevant data ensuring accuracy and relevance.
Clean and validate extracted data by checking for bounced emails or mismatched job titles.
Format the cleaned data into an XLSX file with specified columns.
Generate a summary report detailing total records and filters used.