About Tavrn

Tavrn builds AI for health-related litigation. Our products span AI voice agents that navigate healthcare workflows and LLM-OCR pipelines that structure complex medical and legal data. We’re growing quickly after our Series A and are hiring entrepreneurial engineers who want outsized ownership and impact—on site in San Francisco.

What you’ll do

• Own 0→1 and 1→n product work across AI voice, OCR, and case-prep tooling—scoping, designing, and shipping features end-to-end.
• Design reliable AI systems: retrieval/evaluation loops, prompt/tooling architecture, model and pipeline orchestration, and observability.
• Build data pipelines that ingest, OCR, normalize, and structure messy healthcare/claims documents at scale.
• Ship production services: APIs, workers, eventing, and storage with strong SLAs, testing, and runtime telemetry.
• Work shoulder-to-shoulder with founders and customers (law firms, ops teams) to translate workflows into product and technical specs.
• Raise the bar on engineering quality: code reviews, testing strategy, CI/CD, performance, and documentation.
• Champion privacy & security in a regulated environment; partner on HIPAA-grade controls and reviews.

What we’re looking for

• 5+ years building and operating production software (backend or full-stack) with a record of shipped features.
• Strong systems thinking: API design, data modeling, concurrency, reliability, and performance tuning.
• Hands-on with AI/ML products: LLMs, speech, OCR, RAG/retrieval, vector indexing, embeddings, and evaluation.
• Product mindset with a bias to sit with users, iterate fast, and measure outcomes.
• Ownership: comfortable tackling ambiguous problems and leading projects cross-functionally.
• Willingness to work in person in San Francisco (typical on-site cadence: Monday–Friday).

Nice to have

• Experience with healthcare data/workflows (claims, medical records) and familiarity with HIPAA considerations.
• Knowledge of document intelligence (layout parsing, table extraction, entity linking) and speech/telephony systems.
• Familiarity with HL7/FHIR, EHR integrations, or legal-tech tooling.
• Exposure to modern cloud stacks (containerized services, managed queues, object stores, infra-as-code).

Our environment

• Pragmatic stack with modern Python/TypeScript, cloud services, containers, and event-driven architecture.
• Strong emphasis on observability, testing, and developer velocity (clean CI/CD, reproducible environments).
• Fast feedback loops: weekly product reviews with founders and users, whiteboard sessions in office.

Why Tavrn

• Impact & scope: Small, senior team—own critical surfaces that ship to customers quickly.
• Mission: Reduce the friction and cost of health-related litigation with trustworthy AI.
• Backed by top investors: A*, Left Lane, and BoxGroup.
• Comp + equity: Competitive cash and meaningful ownership.
• In-person collaboration: Tight feedback cycles and rapid decision-making with the team in SF.

Benefits

• Medical, dental, and vision coverage
• Generous PTO and company holidays
• On-site perks and hardware
• 401(k) and parental leave
• Relocation assistance to San Francisco (if applicable)