Filevine

Senior Data Scientist - ML Operations & Analytics

Reposted 3 Days Ago

Be an Early Applicant

Prague

Hybrid

Mid level

Legal Tech • Software

Filevine is a top-rated cloud-based case management solution for small and midsize legal firms and legal professionals.

The Role

The role involves building ML analytics pipelines, leading LLM evaluations, collaborating on data engineering, creating dashboards, and defining operational guidelines.

Summary Generated by Built In

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.

Responsibilities

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

Qualifications

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

This opportunity is for independent contractors and is not intended to establish an employment relationship. Contractors are responsible for their own taxes and compliance with applicable laws in their jurisdiction.

This role is open exclusively to candidates currently residing in, or willing to relocate to, Czechia or Slovakia with the legal right to work in these countries. Unfortunately, we are unable to consider applications from candidates based outside of these locations due to operational and regulatory requirements

Privacy Policy Notice

Filevine will handle your personal information according to what’s outlined in our Privacy Policy.

Top Skills

Python

SQL

View all jobs at Filevine

View Filevine Profile

Report Job

Am I A Good Fit?

beta

Get Personalized Job Insights.

Our AI-powered fit analysis compares your resume with a job listing so you know if your skills & experience align.

The Company

HQ: Salt Lake City, UT

450 Employees

Year Founded: 2015

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.