Filevine11mo ago

Machine Learning Engineer

Prague · PragueContractmid

Data ScienceMachine Learning EngineerDataData & 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 ScienceMachine Learning EngineerDataData & 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:

At Filevine, you will design and deploy cutting-edge NLP models for tasks like medical summarization, credibility analysis, and contradiction detection, while continuously improving our transcription pipelines and internal AI automation processes. You'll collaborate with engineers to integrate models into production, ensure system stability and accuracy, and drive innovation in NLP, particularly within legal and medical domains, leveraging tools like Python, PyTorch, and AWS.

Develop and improve NLP models for tasks such as medical summarization, credibility analysis, and contradiction detection

Continuous improvement of our automatic transcription pipeline and automation of internal processes using AI

Ensure high accuracy, stable processes, and optimized infrastructure/monitoring around the models

Effectively communicate technical machine learning results in a business context

Collaborate with our full-stack engineering team to ensure seamless implementation of ML models in production

Promote excellence and best practices across the machine learning team in research, implementation, tooling, and system design

Conceptualize and implement new ML ideas in the NLP domain, from validation to production

Good communication and writing skills in English

At least 3 years of experience in machine learning roles involving end-to-end ownership of projects

Strong background in NLP; experience with ASR is a plus

Advanced experience with PyTorch or other modeling toolkits

Good understanding of software engineering principles

Working experience with deep learning techniques, particularly in NLP applications

Team spirit and independent problem-solving mindset

Experience with or interest in legal or medical domain NLP applications is a plus

Ability to meet periodically in our Prague office as we value in-person collaboration

We are using mostly Python, React, Typescript, Kubernetes and AWS

Listing Details

Posted: May 5, 2025
First seen: March 26, 2026
Last seen: April 25, 2026

Posting Health

Days active: 30
Repost count: 0
Trust Level: 33%
Scored at: April 25, 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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