Filevine

AI Product Engineer (Backend/LLM)

Filevine
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2 months ago
Prague, CzechiaSenior

Responsibilities

  • Own AI-powered features from technical design and implementation through rollout, monitoring, and maintenance.
  • Design services, APIs, data pipelines, and workflows integrating LLMs and machine-learning capabilities into Filevine products.
  • Turn prototypes into production systems with appropriate reliability, scalability, security, latency, and cost characteristics.
  • Implement retrieval and grounding, structured generation, tool use, human review, and graceful fallback patterns.
  • Establish quality metrics, tracing, monitoring, and feedback loops for AI-powered features.
  • Collaborate with ML Engineers, Software Engineers, Product, and domain experts to turn customer problems into practical solutions.
  • Make pragmatic technical decisions and clearly communicate their context and tradeoffs.

Requirements

  • At least 5 years of professional software-engineering experience, including end-to-end ownership of production systems.
  • Experience designing, delivering, and operating AI-powered product functionality in production.
  • Strong foundations in API design, data modeling, distributed systems, testing, and failure handling.
  • Strong experience with Python or a comparable language and the ability to work in a Python-first environment.
  • Practical understanding of production LLM systems, including retrieval, context management, structured outputs, tool calling, evaluations, guardrails, and common failure modes.
  • Experience with asynchronous workflows, data-processing pipelines, background jobs, or event-driven systems.
  • Experience deploying and operating cloud services.
  • Ability to evaluate tradeoffs among quality, reliability, latency, user experience, complexity, and cost.
  • Good English communication and writing skills, team spirit, and an independent problem-solving mindset.
  • Legal right to work in Czechia or Slovakia and current residence in, or willingness to relocate to, one of those countries.

Benefits

  • Independent contractor arrangement rather than an employment relationship; contractors are responsible for their own taxes and legal compliance.
  • Periodic in-person collaboration is required at the Prague or Bratislava office.
  • Opportunity to work on AI-powered legal workflows involving summarization, transcription, and advanced natural-language-processing challenges.
Filevine

About Filevine

501-1,000 employees

Filevine builds a SaaS legal work platform for law firms and in-house legal teams, combining case and practice management with document and contract management, e-signatures, timekeeping, billing, payments, and analytics. The company also offers AI capabilities (LOIS) to extract insights and automate workflows across matters. Founded in 2015 and headquartered in Salt Lake City, it is privately held and used by over 125,000 legal professionals.

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