Machine Learning Science Manager

September 8, 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

• Oversee a team of research scientists, providing guidance, mentorship, and support to foster their growth and ensure the success of research projects. • Drive the advancement of the state of the art in medical NLP, focusing on areas such as conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation. • Actively contribute to the wider research community by sharing and publishing original research, and encourage team members to do the same. • Collaborate with the team to define important problems, identify appropriate baselines, develop state-of-the-art methods, and integrate them into production. • Engage with clinicians to gather real-time feedback, guiding further refinements and innovations in our products. • Maintain a focus on results in the face of ambiguous problems and uncertain outcomes, ensuring that research initiatives have a tangible impact.

🎯 Requirements

• Demonstrated through papers and (most likely but not necessarily) advanced graduate degrees in, Computer Science, Electrical Engineering, Mathematics, or equivalent experience. • Proven track record of high-impact publications at peer-reviewed AI conferences (e.g. *CL, NeurIPS, ICML, ICLR). • Significant contributions to open source and deployed technology, showcasing the real-world impact of your work. • Demonstrated ability to lead and manage a team, providing both technical and professional guidance. • 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.

🏖️ Benefits

• Unlimited PTO for salaried team members, plus 12 national holidays • 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!