Filevine8mo ago

Senior Data Scientist - ML Operations & Analytics

PragueContractorsenior

Data ScienceData ScientistDataData & AI

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Quick Summary

Overview

Filevine is a Legal AI company delivering Legal Operating Intelligence for the future of legal work. Grounded in a singular system of truth, Filevine brings together data, documents, workflows,

Technical Tools

Data ScienceData ScientistDataData & AI

Filevine is a Legal AI company delivering Legal Operating Intelligence for the future of legal work. Grounded in a singular system of truth, Filevine brings together data, documents, workflows, and teams into one unified platform—where modern legal work happens with clarity and consistency.

Powered by LOIS, the Legal Operating Intelligence System, Filevine connects context across every matter to transform legal operations from reactive to proactive. LOIS reads, understands, and reasons across your data to surface insight, automate complexity, and give professionals the clarity and confidence to see more, know more, and do more. Fueled by a team of exceptional collaborators and innovators, Filevine’s rapid growth has earned AI awards and recognition from Deloitte and Inc. as one of the most innovative and fastest-growing technology companies in the country.

Role Summary:

We're a team of driven, enthusiastic problem solvers with strong backgrounds in machine learning, engineering, product management, legal and operations, on a mission to help attorneys resolve cases faster, for better outcomes. With two established ML teams pushing boundaries in transcription, NLP and GenAI applications, we're now building a critical analytics layer to ensure operational excellence, quality assurance, and continuous improvement across all our AI systems.

Build ML operations analytics tracking pipeline health, costs, latency, and quality metrics across all services

Lead production LLM evaluation initiatives, designing custom metrics, quality monitoring and LLM observability in general

Drive development efforts in collaboration with different ML teams based on analytics outputs

Collaborate with our data annotation team on prompt engineering and evaluation dataset creation

Help with curating the Filevine dataset

Create actionable dashboards and insights for ML teams and leadership

Help define SLAs, cost optimization and failure prevention strategies for our ML pipelines

3+ years in data science, ML operations, or analytics engineering

Experience with LLM evaluation frameworks and quality metrics design

Strong Python, SQL, and data visualization skills

Knowledge of prompt optimization techniques

Deep understanding of latest trends in LLMs and their production deployments

Excellent communication skills in English to translate technical metrics into business insights

Collaborative mindset with ability to work across machine learning teams

Location & Eligibility

Where is the job

Prague

Hybrid — some on-site time required

Who can apply

Same as job location

Listed under

Worldwide

Listing Details

Posted: September 4, 2025
First seen: March 26, 2026
Last seen: May 4, 2026

Posting Health

Days active: 38
Repost count: 0
Trust Level: 33%
Scored at: May 4, 2026

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Filevine

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Filevine is a cloud-based legal technology company providing case management, document management, and automation tools for law firms and legal departments. [1, 4, 30] It aims to simplify and elevate complex legal work. [5, 19]

Employees

750

Founded

2015

Domain

Jobs

External application · ~5 min on Filevine's site

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