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. We're combining cutting edge models, approaches, and technologies with precise human in loop and data annotation processes. After achieving state-of-the-art results in automatic transcription, we're now pushing the boundaries in advanced NLP problems such as summarization of medical records and legal depositions, or automations of other legal workflows. We have many challenges to solve, which is exactly where you'll start if you join us.
As an AI Product Engineer, you will work closely with Machine learning Engineers, turning AI capabilities into dependable product features. You will own the systems and workflows that make AI-powered customer experiences reliable, secure, measurable, and maintainable.
Key responsibilities
Own AI-powered features from technical design and implementation through rollout, monitoring, and maintenance
Design services, APIs, data pipelines, and workflows that integrate LLMs and other machine-learning capabilities into Filevine products
Turn prototypes into production systems weith appropriate reliability, scalability, security, latency, and cost
Implement patterns such as retrieval and grounding, structured generation, tool use, human review, and graceful fallbacks
Establish quality metrics, tracing, monitoring, and feedback loops for AI-powered features
Collaborate with ML Engineers, Software Engineers, Product, and domain experts to turn customer problems into practical solutions
Make pragmatic technical decisions and communicate their context and tradeoffs clearly
Who are we looking for
At least 5 years of professional software-engineering experience, including end-to-end ownership of production systems
Experience designing, delivering, and operating AI-powered product functionality in production
Strong software-engineering foundations, including API design, data modeling, distributed systems, testing, and failure handling
Strong experience with Python or a comparable language and the ability to work in a Python-first environment
Practical understanding of production LLM systems, including retrieval, context management, structured outputs, tool calling, evaluations, guardrails, and common failure modes
Experience with asynchronous workflows, data-processing pipelines, background jobs, or event-driven systems
Experience deploying and operating cloud services; our stack includes Python, TypeScript, Temporal, Kubernetes, and AWS
Ability to evaluate tradeoffs among quality, reliability, latency, user experience, complexity, and cost
Good communication and writing skills in English, team spirit, and an independent problem-solving mindset
Ability to meet periodically in our Prague or Bratislava office, as we value in-person collaboration
Skills Required
- At least 5 years of professional software engineering experience
- End-to-end ownership of production systems
- Experience designing, delivering, and operating AI-powered product functionality in production
- Strong foundations in API design, data modeling, distributed systems, testing, and failure handling
- Strong experience with Python or a comparable programming language
- Practical understanding of production LLM systems, including retrieval, context management, structured outputs, tool calling, evaluations, guardrails, and failure modes
- Experience with asynchronous workflows, data-processing pipelines, background jobs, or event-driven systems
- Experience deploying and operating cloud services
- Ability to work with Python, TypeScript, Temporal, Kubernetes, and AWS
- Ability to evaluate tradeoffs among quality, reliability, latency, user experience, complexity, and cost
- Good English communication and writing skills
- Ability to work independently and collaborate effectively in a team
- Ability to meet periodically in the Prague or Bratislava office
- Currently reside in, or be willing to relocate to, Czechia or Slovakia with legal right to work there
Filevine Compensation & Benefits Highlights
The following summarizes recurring compensation and benefits themes identified from responses generated by popular LLMs to common candidate questions about Filevine and has not been reviewed or approved by Filevine.
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Healthcare Strength — Health coverage is described as covering the major bases (medical, dental, vision) and is often framed as decent quality. In some cases, premiums and copays are portrayed as relatively favorable, suggesting tangible value from the plans.
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Parental & Family Support — Paid parental leave is positioned as a standard, clearly offered benefit. The presence of parental leave alongside disability coverage signals baseline family-support provisions typical of growth-stage tech employers.
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Fair & Transparent Compensation — Compensation is sometimes framed as fair or reasonable relative to role expectations, with technical roles in particular appearing closer to market-aligned ranges. This creates pockets where pay is perceived as competitive even if not consistently top-of-market across the company.
Filevine Insights
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.
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