Senior NLP Applied Scientist
4 weeks ago
Requirements
Required Qualifications:
- Graduate degree in a relevant field (Computer Science, Mathematics, Electrical Engineering)
- 4+ years of industry experience in designing, building, and deploying NLP models (note: internships and school work do not count)
- Experience in applying transformer-based deep-learning techniques to challenging NLP problems
- Fluency in Python and experience with Python-based ML frameworks such as PyTorch and HuggingFace
- Outstanding communication skills
- Publications in top-tier NLP conferences
- Experience with distributed ML frameworks such as DeepSpeed and FSDP
- Background in computational linguistics
- Design, build, evaluate, and deploy algorithms and models for accurately extracting medical information from structured and unstructured data sources
- Work closely with product, UX, and clinical teams to prototype and test new functionality
- Analyze performance results and convey your analyses to relevant stakeholders
- Conduct research, publish and present your findings at relevant scientific venues
- We lead with empathy for patients and our teammates
- We value small egos, self-awareness, and humility in our teammates
- We appreciate flexible and adaptive attitudes towards solving problems, as strategic priorities may shift
- We love diversity of thought, perspective, working style, skill set, knowledge, and interests amongst our team
- We value open dialogue and brainstorming across multidisciplinary teams
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