Senior Machine Learning Engineer
Senior Machine Learning Engineer
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1 Vacancy
Job Description
About Us
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. Were 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 fieldwe are ranked as one of the most innovative and fastest-growing technology companies in the United States by both Deloitte and Inc. Our Mission is building the seamless intersection between legal and business by creating a world-class platform to help professionals scale.
Were 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. Were 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 were 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 youll start if you join us.
Why Join Us
We always say its more important who you work with than what you work on. Were a team of driven enthusiastic problem solvers with strong backgrounds in machine learning engineering product management legal and operations. Were combining state-of-the-art models approaches and technologies from areas like NLP ASR and speaker diarization together with precise data annotation processes. After achieving great results in automatic transcription were now pushing the boundaries in advanced NLP tasks such as summarization of medical records and legal depositions witness credibility analysis and contradiction detection. We still have many challenges to solve which is exactly where youll start if you join us!
Key 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
Requirements:
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. We care about your engineering skill rather than specific language framework or tooling
Wed love to connect
We are an equal opportunity company and highly value diversity in our team. We do not discriminate on the basis of race religion color national origin gender gender identity sexual orientation age marital status veteran status or disability status. If youre interested in what were building lets connect.
Required Experience:
Senior IC
Employment Type
Contract
