AI Product Engineer (Backend/LLM)

Filevine
Bratislava
Workplace: HybridContractEUR 6,200+Function: Data Science & Machine LearningExperience: 5+ yearsSkills: ["Communication","Writing","Team spirit","Independent problem-solving","Tradeoff evaluation"]

Build production systems and workflows that turn LLM capabilities into reliable, secure, measurable customer-facing product features. Partner closely with machine learning engineers to integrate services, APIs, data pipelines, and monitoring into Filevine’s Legal Operating Intelligence platform. Own end-to-end delivery—from technical design and implementation to rollout, tracing, evaluations, guardrails, and ongoing maintenance—using a Python-first stack on cloud infrastructure.

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FursaFursa
Filevine
Filevine
4 days ago

AI Product Engineer (Backend/LLM)

✓ Verified Job

Canonical indexed version, validated from employer's careers page.

Source: Company careers pageValidated by: Fursa AI
Last checked: 20 hours agoStatus: Live

Job Summary

Build production systems and workflows that turn LLM capabilities into reliable, secure, measurable customer-facing product features. Partner closely with machine learning engineers to integrate services, APIs, data pipelines, and monitoring into Filevine’s Legal Operating Intelligence platform. Own end-to-end delivery—from technical design and implementation to rollout, tracing, evaluations, guardrails, and ongoing maintenance—using a Python-first stack on cloud infrastructure.
Location: Bratislava
Workplace: Hybrid
Employment Type: Contract
Job Function: Data Science & Machine Learning
Seniority: Mid level

Key Responsibilities

  • •Work with machine learning engineers to turn AI capabilities into dependable product features.
  • •Own systems and workflows that make AI-powered customer experiences reliable, secure, measurable, and maintainable.
  • •Design services, APIs, data pipelines, and workflows that integrate LLMs and other ML capabilities into Filevine products.
  • •Implement prototypes into production systems with reliability, scalability, security, latency, and cost in mind.
  • •Establish quality metrics, tracing, monitoring, and feedback loops for AI-powered features, collaborating across ML, engineering, product, and domain experts.

Pay and Benefits

Salary: EUR 6,200

Key Requirements

  • •At least 5 years of professional software-engineering experience with 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.
  • •Practical understanding of production LLM systems, including retrieval, context management, structured outputs, tool calling, evaluations, guardrails, and failure modes.
  • •Experience deploying and operating cloud services; the stack includes Python, TypeScript, Temporal, Kubernetes, and AWS.
Experience:5+ yearsMachine learningAI-powered productsNLPLLM production systemsEvent-driven systemsCloudRetrieval augmented generation (RAG)
Skills:CommunicationWritingTeam spiritIndependent problem-solvingTradeoff evaluation
Languages:English
Tech Stack:PythonTypeScriptAPI designData modelingDistributed systemsTestingRetrievalContext managementStructured outputsTool callingEvaluationsGuardrailsAsynchronous workflowsData-processing pipelinesBackground jobsEvent-driven systemsCloud servicesTemporalKubernetesAWS

Company Brief

Filevine
Provides cloud-based legal case management and practice management software for law firms and legal departments, offering document management, communication, reporting, and workflow automation to streamline case handling and client collaboration.
Industry: LegalTech
Company Size: Large (251 to 1,000 employees)
Growth: Scaleup
Headquarters: Salt Lake City, United States
Founded: 2014
WebsiteLinkedIn