Software Engineer - AI Platform (Senior-Staff)

Pattern Data is an AI-powered platform that helps law firms automate case analysis, accelerate settlement decisions, and manage high-volume mass tort inventories. The Software Engineer will build and operate AI pipelines, evaluation systems, review workflows, and production reliability features that transform medical records and claim files into structured data for litigation teams.

Responsibilities:

• 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
• Work with our litigation management team to identify where AI adds the most value