Machine Learning Researcher, Healthcare Innovation

5 days ago


San Francisco, California, United States Abridge Al, Inc Full time
Job Description

Abridge Al, Inc is a pioneering company in the field of artificial intelligence, particularly in healthcare. We are currently seeking an experienced Research Scientist to join our team and contribute to the development of our machine learning models for medical natural language processing.

Company Overview:

  • We aim to empower healthcare professionals by providing them with accurate and comprehensive information through our AI-powered platform.
  • Our technology transforms patient-clinician conversations into structured clinical notes in real-time, improving clinical documentation efficiency and enabling clinicians to focus on their patients.

Salary: $220,000 - $320,000 per year, depending on location and experience.

Responsibilities:

  1. Advance the state-of-the-art in medical NLP, focusing on conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
  2. Contribute to the wider research community by sharing and publishing original research papers.
  3. Help define important problems, identify suitable baselines, develop state-of-the-art methods, and deploy them into production.
  4. Dive deeply into real-time feedback from clinicians to guide further refinements and innovations.
  5. Work results-oriented even in the face of ambiguous problems and uncertain outcomes.

Requirements:

  • A strong research background, as demonstrated through publications 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 shown 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.

Benefits:

  • 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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