Senior Machine Learning Engineer
New
L
LiineSaaS, Healthcare Tech
Candidates who can work out of our downtown Raleigh office are preferred, but we will also consider exceptional remote applications.Full-TimeSenior
SalaryCompetitive salary with generous equity package
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Job Details
- Experience
- 3+ years
- Required Skills
- PythonNumpyPyTorchPandasNLPMLOps
Requirements
- 3+ years of machine learning experience
- Proficiency in Python and key data science libraries (e.g., NumPy, Pandas, PyTorch)
- Experience prototyping solutions to novel, open-ended problems and transforming them into reliable solutions
- Experience deploying machine learning models into production environments (MLOps / ModelOps)
- Experience in feature engineering, feature selection, and model architecture design
- Experience working with large distributed systems and data pipelines
- Meticulous attention to detail
- Ability to communicate honestly and transparently
- Experience using AI tools as a core part of the build process
Responsibilities
- Research, develop, evaluate, deploy, and monitor scalable ML platforms and pipelines
- Build and maintain NLP systems, including training and fine-tuning language models, entity resolution tools and LLM-based classification systems
- Review code and promote software development best practices operating inside of Liine’s standard SDLC
- Integrate and update backend APIs, microservices and data pipelines to connect to our ML platforms
- Provide thoughtful input on machine learning strategy, model architecture, and the evolution of our ML systems and team practices
- Collaborate with engineering and product to deliver machine learning features that create real value
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