Data scraping

I require an experienced data researcher / scraping specialist to extract high-quality, niche-specific data from multiple UK sources and deliver it in a clean, structured format.

This is not a bulk scraping job — accuracy and relevance are critical.

Scope of Work:

1. Target Data (Initial Focus)

I am looking to build lists for the following niches:
• Property investors (Buy-to-Let, HMO, developers)
• Company directors in property-related businesses
• Business owners suitable for commercial finance

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2. Data Sources

You may use a combination of:
• Companies House (via SIC codes & director data)
• Property-related platforms (where legally accessible)
• Public directories
• LinkedIn (Sales Navigator filtering – manual research, not scraping if restricted)
• Other compliant UK data sources

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3. Required Data Fields

Each record should include (where available):
• Full Name
• Company Name
• Role (Director / Owner)
• Email Address (verified where possible)
• Phone Number (if available)
• Location (UK-based)
• Industry / SIC Code
• Notes (if relevant, e.g. property investor / developer)

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4. Data Quality Requirements
• UK-based contacts only
• No duplicate entries
• No generic or irrelevant businesses
• Data must be accurate and up-to-date
• Avoid scraped junk or low-quality lists

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5. Compliance (VERY IMPORTANT)
• All data must be sourced from publicly available or compliant sources
• Must comply with UK GDPR guidelines
• No illegal scraping or data extraction methods
• No use of prohibited LinkedIn automation tools

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6. Output Format
• Excel / Google Sheets
• Clearly structured columns
• Clean, ready for outreach use

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7. Initial Volume
• Phase 1: 4000-5000 high-quality leads
• Potential for ongoing weekly/monthly work

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Ideal Candidate:
• Experience with UK data sourcing (Companies House, etc.)
• Strong data cleaning and validation skills
• Familiar with B2B lead generation
• Understanding of property / finance sector is a plus
• Able to suggest better data sources (not just follow instructions)

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Budget & Timeline:
• Open to proposals based on quality
• Looking to start immediately
• Ongoing work available for the right person

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To apply, please include:
• Examples of similar data projects
• Tools you use for sourcing and verification
• Your approach to ensuring data accuracy

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Start your proposal with:
“Quality over quantity — understood”

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Additional Notes:

This project is focused on building a long-term data pipeline for targeted outreach campaigns. I am looking for someone reliable who can consistently deliver high-quality results.