Software Engineer - AI Platform (Senior-Staff)
Pattern Data, Richmond, VA +1
What you will do
As a Software Engineer at Pattern Data, you will be involved throughout the product lifecycle - from idea generation, design, and prototyping to execution and shipping. The AI pod builds the systems that turn medical records and claim files into structured, reliable data. This role is focused on the engineering around our AI capabilities: the pipelines, evaluation, and review workflows that make the output something a law firm can act on. You will:
- Build and operate LLM-backed pipelines for document extraction, classification, and validation
- Measure and improve accuracy through evaluation datasets, regression suites, and metrics the business can act on
- Build the review workflows where our team confirms and corrects AI output
- Own the production details that determine reliability: prompt versioning, structured output validation, cost and latency management, retries, and fallbacks