Machine Learning Engineer at Filevine

Bratislava, Bratislava Region, Slovakia

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Not SpecifiedCompensation

Mid-level (3 to 4 years)Experience Level

Full TimeJob Type

UnknownVisa

LegalIndustries

Requirements

At least 3 years of experience in machine learning roles involving end-to-end ownership of projects
Strong background in Natural Language Processing (NLP). Experience with Automatic Speech Recognition (ASR) is a plus
Advanced experience with PyTorch or other modeling toolkits
Good understanding of software engineering principles
Experience with deep learning techniques, particularly in NLP applications
Good communication and writing skills in English
Team spirit and independent problem-solving mindset
Experience with or interest in legal or medical domain NLP applications is a plus

Responsibilities

Develop and improve NLP models for tasks such as medical summarization, credibility analysis, and contradiction detection
Continuously improve our automatic transcription pipeline and automate 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 full-stack engineering teams to integrate ML models into 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

Skills

Key technologies and capabilities for this role

PyTorchNLPDeep LearningASRAutomatic Speech RecognitionSoftware EngineeringMachine Learning

Questions & Answers

Common questions about this position

What is the work arrangement for this Machine Learning Engineer role?

The position is hybrid, combining work from the Prague office and remote, with periodic in-person meetings valued for collaboration.

What is the salary for this position?

This information is not specified in the job description.

What skills are required for the Machine Learning Engineer role?

Candidates need at least 3 years of machine learning experience with end-to-end project ownership, a strong NLP background, advanced PyTorch experience, deep learning techniques in NLP, good software engineering principles, and strong English communication skills.

What benefits does Filevine offer?

Benefits include medical, dental, and vision insurance, maternity and paternity leave, short and long-term disability for full-time employees, competitive and fair pay, and opportunities to learn from the team in a dynamic, rapidly growing company.

What makes a strong candidate for this Machine Learning Engineer position?

A strong candidate has 3+ years of end-to-end ML project experience, strong NLP expertise with PyTorch proficiency, software engineering skills, excellent English communication, team spirit, and interest in legal or medical NLP applications.

Filevine

AI-powered platform for legal operations

About Filevine

Filevine provides an AI-powered legal technology platform designed to improve the efficiency of law firms. The software suite, developed by legal professionals, includes features that reduce repetitive tasks, assist in drafting documents using case data, and offer customizable settings for document management. It also includes tools for invoicing, timesheet review, and time tracking, which help law firms streamline their workflows and save resources. Additionally, Filevine offers AI-enhanced intake and lead management tools that assist firms in converting leads into clients and optimizing marketing efforts. The platform features eSignature capabilities for easy document management and signing. Unlike many competitors, Filevine integrates advanced AI functionalities, allowing users to generate demand letters and gain real-time insights from documents. The goal of Filevine is to empower law firms of all sizes to operate more efficiently and effectively through technology.

Provo, UtahHeadquarters

2015Year Founded

$414MTotal Funding

SERIES_DCompany Stage

AI & Machine Learning, LegalIndustries

501-1,000Employees

Benefits

Medical, dental, & vision insurance

Parental leave

Disability insurance

Ergonomic and height-adjustable workstations

Weekly taco lunches

Flexible hybrid work schedules

Risks

Increased competition from similar AI-powered legal tech startups may affect market share.

Data privacy concerns with AI and third-party platforms could lead to regulatory issues.

Economic downturns may reduce law firms' spending on legal technology solutions.

Differentiation

Filevine offers a comprehensive AI-powered platform tailored for legal professionals.

The platform integrates real-time data analytics for enhanced decision-making in law firms.

Filevine's eSignature and document management tools streamline legal workflows efficiently.

Upsides

Filevine's AI tools improve lead conversion and client acquisition for law firms.

The partnership with Domo enhances operational efficiency through actionable data insights.

Filevine's comprehensive billing and payments platform strengthens its end-to-end solution offering.

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