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Mar 15, 2026

AI Automation Engineer for CRE Lead Sourcing & Outreach Workflow Pilot (Python / APIs / Automation)

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//Project Overview (40–80 hours of work)// I’m running a pilot project focused on improving how a commercial real estate investment firm sources potential acquisition opportunities. The goal is to test a lightweight automation workflow that helps identify property owners and support structured outreach. This is not a large software build. The objective is to evaluate a lean workflow that combines data extraction, enrichment, and outreach support. //Potential Technical Components// Examples of areas where support may be needed include: • extracting or structuring property data from existing datasets • supporting owner identification workflows • basic enrichment or classification logic • organizing results into structured datasets • creating simple workflow automation for outreach tracking The goal is to determine the leanest viable automation layer that improves sourcing efficiency. //What I’m Looking For// Someone comfortable working with: • Python • workflow automation tools • APIs and data processing • lightweight automation infrastructure Experience with data scraping or structured datasets is helpful. //Estimate Requested// When responding, please include: 1. Estimated development hours 2. Estimated cost range 3. Recommended tools / stack 4. Key assumptions 5. Maintenance considerations Also indicate: • the leanest viable implementation approach • which components you would avoid tackling early. To confirm you’ve read the job description, please include the following in your response: 1. A brief description of a workflow automation you built recently (tools used and outcome). 2. The first two technical steps you would take to approach this project. 3. Start your proposal with the word “pipeline.”