Research Scientist, Medical NLP
1 day ago
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:
- Develop and deploy cutting-edge machine learning models for medical NLP, focusing on conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
- Collaborate with the research community by sharing and publishing original research papers.
- Work closely with clinicians to gather real-time feedback and refine our models accordingly.
- Design and implement experiments to evaluate the performance of our models.
- 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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