Responsibilities
- Own major product surfaces that rely on retrieval, structured reasoning, and multi-step AI pipelines
- Prototype, evaluate, and productionize new AI workflows for contract review, clause-level analysis, playbook enforcement, and multi-document tasks
- Improve our internal LLM orchestration layer, prompt-library, evaluation tooling, and RAG strategies
- Partner with founders and our in-house legal team to design and validate new features
- Build backend services that support multi-tenant enterprise customers and high-volume workloads
- Ship quickly: small PRs, fast iteration cycles, functional releases every week
Qualifications
- 7+ years of engineering experience
- Strong backend engineering skills and ability to build production systems end to end
- Experience shipping ML or LLM-powered products at scale
- Experience with retrieval, embeddings, experimentation, and evals
- Ability to design multi-step pipelines and agentic workflows
- Strong instincts around latency, reliability, and fallback strategies
- Ability to prototype in days and productionize in weeks
- High standards for correctness, reliability, and UX quality
- Bonus: Go, Next.js/React, Postgres/pgvector, Cloud Run, multi-provider LLM orchestration
What You'll Work On:
- Designing a multi-step agent that analyzes an entire contract, applies playbooks, generates redlines, and formats them into Word-ready output
- Improving a retrieval layer that handles 300+ page agreements or mixed corpuses of PDFs, templates, and prior negotiations
- Building a system that scores clause-level correctness using structured evaluation datasets
- Creating a streaming, long-running workflow for contract review with checkpoints, retries, and deterministic outputs
- Designing a prompt-library and golden-file test suite that guarantees consistent outputs across multiple LLM providers
Top Skills
What We Do
Filevine is case management software built for and inspired by real attorneys. As a fully-featured suite of tools, it comes ready to manage every part of a moving case. Assign tasks, upload files or images, monitor staff productivity, and communicate with your client directly from within their case file.
Our software is built on the truth that every law firm functions differently. That’s why Filevine is so customizable. Build new case-type templates, design automatic workflows, and receive customized reports on a schedule that fits your needs.
Accessing your information is never a problem, because Filevine is hosted on The Cloud. To ensure security, your law firm’s data is protected through state-of-the-art encryption on redundant servers. All you need to get started is an internet connection and your favorite web browser.
Learn more at filevine.com.
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