Filevine
Filevine is forging the future of legal work with cloud-based workflow tools. We have a reputation for intuitive, streamlined technology that helps professionals manage their organization and serve their clients better. We’re also known for our team of extraordinary and passionate professionals who love working together to help organizations thrive. Our success has catapulted Filevine to the forefront of our field—we are ranked as one of the most innovative and fastest-growing technology companies in the country by both Deloitte and Inc.
Our Mission
Filevine is building the seamless intersection between legal and business by creating a world-class platform to help professionals scale.
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.
Responsibilities
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
Qualifications
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 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.
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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 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.
#J-18808-Ljbffr