RPA & AI Developer — Insurance Claims Processing

TalentHarbor AI

Remote · $75 – $110 / hour · Contract · Posted 7 months ago

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About the role

Our claims team processes 800+ documents per week — medical reports, loss assessments, invoices, photos. Currently everything is read by a human, typed into our system, and then reviewed by a senior adjuster. We want to automate the intake layer. Incoming documents get classified, key fields extracted (claim type, amount, dates, policy number), and pre-populated into our claims system (Guidewire). Adjuster only sees the edge cases. We're not trying to automate the decision — just the data entry and triage. We estimate 60% of incoming claims are straightforward enough to pre-fill automatically. Tech: Python for orchestration, GPT-4o for extraction, Guidewire API for push. You would design the pipeline and build it.

Fully remote.

Requirements

Technical stack needed for this mission.

– Experience building document extraction pipelines (invoices, forms, unstructured text)
– GPT-4 Vision or similar multimodal LLM experience
– API integration experience (ideally Guidewire or similar claims systems)
– Comfortable working with sensitive data under GDPR constraints
– EU timezone availability