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AI Product Engineer (Backend/LLM)

Filevine
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Hybrid (Prague or Bratislava)$0contractPosted 1mo ago

About the role

AI Product Engineer at Filevine, a Legal AI company, building and deploying AI-powered features and workflows that integrate LLMs into the Filevine platform. Owns systems and processes from design to rollout, focusing on reliability, security, and measurable AI-driven customer experiences.

Responsibilities

  • Own AI-powered features from technical design and implementation through rollout, monitoring, and maintenance
  • Design services, APIs, data pipelines, and workflows that integrate LLMs and other machine-learning capabilities into Filevine products
  • Turn prototypes into production systems with appropriate reliability, scalability, security, latency, and cost
  • Implement patterns such as retrieval and grounding, structured generation, tool use, human review, and graceful fallbacks
  • 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 communicate their context and tradeoffs clearly

Qualifications

  • 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 software-engineering foundations, including 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; stack includes Python, TypeScript, Temporal, Kubernetes, and AWS
  • Ability to evaluate tradeoffs among quality, reliability, latency, user experience, complexity, and cost
  • Good communication and writing skills in English, team spirit, and an independent problem-solving mindset
  • Ability to meet periodically in our Prague or Bratislava office, as we value in-person collaboration

Skills

Required:PythonAPI designLLM systemsCloud deployment
Last updated Oct 21, 2026. Interested? Apply on the company site.
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About Filevine

Operating Intelligence for Modern Legal Practice

Empower your law firm with AI-powered legal practice management that lets you chat directly with your case.

Case ManagementDoc ManagementTime, Billing, & PaymentsLead ManagementLegal Practice Management
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