Staff Machine Learning Scientist, NLP

May 31, 2024

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Abridge

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Abridge is a leading AI company specializing in transforming clinical conversations into structured clinical notes in real-time. By integrating directly with healthcare systems like Epic, Abridge's generative AI platform offers accurate, multilingual summaries and significantly reduces documentation time for clinicians. The platform is highly trusted for improving clinician experience without compromising safety or efficacy. Abridge is dedicated to supporting healthcare systems with innovative AI science to enhance efficiency and is spearheaded by a team of healthcare professionals and AI scientists committed to responsible AI development and continuous innovation.

machine learning • health tech • clinical nlp

11 - 50 employees

⚕️ Healthcare Insurance

🤖 Artificial Intelligence

☁️ SaaS

📋 Description

• From transcribing medical conversations to delivering key takeaways, our trailblazing work in machine learning research makes the Abridge experience possible. • Advance the state of the art in medical NLP, in areas including conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation. • Actively contribute to the wider research community by sharing and publishing original research • Help to define important problems, identify appropriate baselines, develop state-of-the-art methods, and ship them into production. • Dial deeply into real-time feedback from clinicians to guide further refinements and innovations • Be results-oriented in the face of ambiguous problems and uncertain outcomes

🎯 Requirements

• Strong research background, as demonstrated through papers and a graduate degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or equivalent experience. • High-impact publications at peer-reviewed AI conferences (e.g. *CL, NeurIPS, ICML, ICLR). • Significant real-world impact, as demonstrated through open source contributions and deployed technology. • Strong programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production. • Experience with deep learning libraries (e.g. PyTorch, Jax, Tensorflow) and platforms, multi-GPU training, and statistical analyses of observational and experimental data. • Must be willing to travel up to 10% (if not in SF, NY or Pittsburgh)

🏖️ Benefits

• Unlimited PTO, plus 12 national holidays • Comprehensive and generous benefits package: • 16 weeks paid parental leave, for all employees • Flexible working hours — we care more about what you accomplish than what specific hours you’re working • Remote work environment • Equity for all new employees • Generous equipment budget for your home office setup ($1600) • Opportunity to work and grow with talented individuals, and have ownership and impact at a high growth startup. • Plus much more!