Machine Learning Scientist, NLP
AbridgeAbout the Role
Abridge is seeking a Machine Learning Scientist with expertise in Natural Language Processing (NLP) to join our innovative team. This role is pivotal in advancing our AI-powered platform designed to enhance medical conversations and improve clinical documentation efficiencies. As a Machine Learning Scientist at Abridge, you will be at the forefront of developing state-of-the-art NLP solutions that transform patient-clinician interactions into structured clinical notes in real-time.
Responsibilities
- Advance Medical NLP: Work on cutting-edge projects in medical NLP, including conversation summarization, evidence extraction, and outcome prediction.
- Research and Development: Contribute to the wider research community by publishing original research and sharing insights.
- Problem Solving: Define critical problems, establish baselines, and develop innovative methods to solve them.
- Product Integration: Collaborate with product teams to integrate research findings into real-world applications that impact healthcare professionals.
- Feedback and Iteration: Utilize real-time feedback from clinicians to refine and enhance NLP models.
Qualifications
- Educational Background: Graduate degree (MS or PhD) in Electrical Engineering, Computer Science, Mathematics, or a related field.
- Research Experience: Proven track record of high-impact publications in peer-reviewed AI conferences.
- Technical Skills: Strong programming skills with experience in deep learning libraries such as PyTorch, Jax, or TensorFlow.
- Real-World Impact: Demonstrated experience in deploying machine learning solutions and contributing to open-source projects.
Why Join Abridge?
- Mission-Driven Work: Be part of a team that is transforming healthcare through AI.
- Comprehensive Benefits: Enjoy unlimited PTO, paid parental leave, and flexible working hours.
- Growth Opportunities: Work with a talented team and have a significant impact in a high-growth startup environment.
- Hybrid Work Model: While the role is primarily remote, candidates in the San Francisco Bay Area or New York Tri-State area are preferred, with the expectation of office presence 2-3 times per week.
Life at Abridge
At Abridge, we prioritize a culture of learning and growth. Our team is composed of diverse professionals, including engineers, scientists, and healthcare experts, all working together to revolutionize the healthcare industry. We value diversity and inclusion and welcome applicants from all backgrounds.
Join us in our mission to bring understanding and follow-through to every medical conversation, and help us set the industry standards for responsible AI deployment in healthcare.
Benefits Extracted with AI
- Unlimited PTO
- 12 national holidays
- 16 weeks paid parental leave
- Flexible working hours
- Remote work environment
- Equity for all new employees
- Generous equipment budget for home office setup
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