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Senior NLP Data Scientist

2 months ago

Jersey City, New Jersey, United States Dyania Health Full time
Job Opportunity at Dyania Health

We are seeking a highly skilled Senior NLP Applied Scientist to join our team at Dyania Health. As a key member of our team, you will play a crucial role in developing and deploying cutting-edge AI technologies to solve complex NLP problems and transform the way machines process biomedical information.

Key Responsibilities
  • Design and Develop NLP Models: You will design, build, evaluate, and deploy algorithms and models for accurately extracting medical information from structured and unstructured data sources.
  • Collaborate with Cross-Functional Teams: You will work closely with product, UX, and clinical teams to prototype and test new functionality, ensuring seamless integration with our existing systems.
  • Conduct Research and Analysis: You will analyze performance results and convey your analyses to relevant stakeholders, providing actionable insights to inform business decisions.
  • Publish and Present Research: You will conduct research, publish, and present your findings at relevant scientific venues, contributing to the advancement of NLP and AI research.
Requirements
  • Graduate Degree in Computer Science or Related Field: You must hold a graduate degree in Computer Science, Mathematics, Electrical Engineering, or a related field.
  • Industry Experience in NLP: You must have 4+ years of industry experience in designing, building, and deploying NLP models, with a strong foundation in computer science and ML/NLP.
  • Technical Skills: You must be fluent in Python and have experience with Python-based ML frameworks such as PyTorch and HuggingFace.
  • Communication Skills: You must have outstanding communication skills, with the ability to convey complex technical information to both technical and non-technical stakeholders.
Preferred Qualifications
  • Publications in Top-Tier NLP Conferences: You must have publications in top-tier NLP conferences, demonstrating your expertise and contributions to the field.
  • Experience with Distributed ML Frameworks: You must have experience with distributed ML frameworks such as DeepSpeed and FSDP, ensuring you can scale our NLP models to meet the demands of our business.
  • Background in Computational Linguistics: You must have a background in computational linguistics, with a deep understanding of the complexities of natural language processing.
Team Culture
  • Empathy and Collaboration: We lead with empathy for patients and our teammates, fostering a culture of collaboration and open dialogue.
  • Small Egos and Self-Awareness: We value small egos, self-awareness, and humility in our teammates, ensuring we can work together effectively to achieve our goals.
  • Flexibility and Adaptability: We appreciate flexible and adaptive attitudes towards solving problems, as strategic priorities may shift.
  • Diversity of Thought and Perspective: We love diversity of thought, perspective, working style, skill set, knowledge, and interests amongst our team, ensuring we can tackle complex challenges from multiple angles.

Dyania Health is an equal opportunity employer that is committed to workplace diversity and inclusion. We do not discriminate on the basis of race, gender, gender identity, color, religion, national origin, sexual orientation, or any other legally protected characteristic as outlined by federal, state, or local laws.