Research Scientist, Medical NLP

1 day ago


San Francisco, California, United States Abridge Al, Inc Full time
About This Role

We are seeking a highly skilled Research Scientist to join our team and contribute to the development of our machine learning models for medical natural language processing. As a key member of our research team, you will be responsible for advancing the state-of-the-art in medical NLP, collaborating with clinicians, and designing experiments to evaluate the performance of our models.

Responsibilities:

  1. Develop and deploy cutting-edge machine learning models for medical NLP, focusing on conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
  2. Collaborate with the research community by sharing and publishing original research papers.
  3. Work closely with clinicians to gather real-time feedback and refine our models accordingly.
  4. Design and implement experiments to evaluate the performance of our models.
  5. Analyze data to understand the behavior of our models and identify areas for improvement.

Requirements:

  • A strong background in machine learning and natural language processing, as demonstrated through publications and a graduate degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or equivalent experience.
  • Experience with deep learning libraries (e.g. PyTorch, Jax, Tensorflow) and platforms, multi-GPU training, and statistical analyses of observational and experimental data.
  • Strong programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production.
  • Excellent communication and collaboration skills, with the ability to work effectively with cross-functional teams.

Benefits:

  • Competitive salary range: $230,000 - $330,000 per year.
  • Flexible/Unlimited PTO - Salaried team members can take off as much approved time off as they need, plus 13 paid holidays.
  • Equity - For all salaried team members.
  • Medical insurance - We pay 100% of the premium for you + 75% for dependents. 3 Aetna plans to choose from.
  • Dental & Vision insurance - We pay 100% of the premium for you + 75% for dependents. 2 Aetna plans to choose from.
  • Flexible Spending (FSA) & Health Savings (HSA) Accounts.
  • Learning and Development budget - $3,000 per year for coaching, courses, workshops, conferences, etc.
  • 401k Plan - Contribute pre-tax dollars toward retirement savings.
  • Paid Parental Leave - 16 weeks paid parental leave, for all full-time employees.
  • Flexible working hours - We care more about what you accomplish than what specific hours you're working.
  • Home Office Budget - We provide up to $1,600 in a one-time reimbursement to set up your home office.
  • Sabbatical Leave - 30 days of paid Sabbatical Leave after 5 years of employment.


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