Senior Data Scientist - ML Operations & Analytics at Filevine

Prague, Prague, Czechia

Apply Now

Not SpecifiedCompensation

Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

Legal Technology, TechnologyIndustries

Requirements

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
Excellent communication skills in English to translate technical metrics into business insights
Collaborative mindset with ability to work across machine learning teams
Ability to meet periodically in our Prague office as we value in-person collaboration

Responsibilities

Build ML operations analytics tracking pipeline health, costs, latency, and quality metrics across all services
Lead LLM evaluation initiatives using frameworks like Braintrust or Langfuse, designing custom metrics, quality monitoring and LLM observability in general
Collaborate with our data annotation team on prompt engineering and evaluation dataset creation
Aggregate and operationalize user feedback for model improvement
Create actionable dashboards and insights for ML teams and leadership
Help define SLAs, cost optimization and failure prevention strategies for our ML pipelines

Skills

Python

SQL

data visualization

ML operations

LLM evaluation

prompt engineering

pipelines

dashboards

Braintrust

Langfuse

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.

Land your dream remote job 3x faster with AI

Try Jobo Free