You should be comfortable owning complex integrations and delivering an AI-enabled product that depends on data quality and dependable CRM syncing.
- Salesforce integration experience (e.g., working with objects/fields, authentication, data sync patterns).
- Proficiency in Python or Node.js for building backend services and automation logic.
- Experience building AI-powered automation and/or classification tools (including model usage, evaluation approach, or rule + model scoring pipelines).
- Hands-on experience integrating third-party services and APIs (authentication, rate limits, data shaping, and reliability concerns).
- Strong English communication to clarify requirements, report progress, and discuss trade-offs.
- Professional mindset for freelance delivery: structured updates, clear ownership, and timely milestone completion.
Project-facing expectations: you should be able to explain what you built in similar AI automation/CRM integration projects, how you approached the architecture, and what timeline you’d recommend for this platform.