onsite
Director, Data Science - abridge
Data Scientist
Lead a high‑impact data science team driving AI‑powered clinical documentation solutions, leveraging advanced NLP, deep learning, and EMR integration to transform patient‑clinician conversations into structured, auditable clinical notes.
About the role
Key Responsibilities
- Architect and oversee end‑to‑end ML pipelines for real‑time clinical note generation.
- Lead cross‑functional teams in developing and validating NLP models that map AI summaries to EMR ground truth.
- Drive research on generative AI techniques tailored to healthcare data privacy and compliance.
- Collaborate with product, engineering, and clinical stakeholders to iterate on platform features and performance metrics.
- Mentor and grow a world‑class data science team, fostering a culture of experimentation and rigorous evaluation.
Requirements
- 10+ years of experience in data science or AI, with 3+ years in a leadership role.
- Deep expertise in NLP, deep learning frameworks (PyTorch/TensorFlow), and Python.
- Proven track record delivering production‑grade ML solutions in regulated healthcare environments.
- Strong understanding of EMR systems, HL7/FHIR standards, and clinical workflow integration.
- Excellent communication skills and ability to translate complex technical concepts to non‑technical audiences.
Skills
machine learningdeep learningnatural language processingpython