Machine Learning Scientist, NLP (All Levels) at Abridge

San Francisco, California, United States

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$200,000 – $300,000Compensation

Entry Level & New Grad, Junior (1 to 2 years), Mid-level (3 to 4 years), Senior (5 to 8 years)Experience Level

Full TimeJob Type

UnknownVisa

AI & Machine Learning, HealthcareIndustries

Skills

Key technologies and capabilities for this role

PyTorchJaxTensorFlowDeep LearningNLPMachine LearningStatistical AnalysisPythonResearchExperimentation

Questions & Answers

Common questions about this position

What is the salary range for the Machine Learning Scientist position?

The salary range is $200K - $300K plus equity.

Is this a remote position or does it require office work?

This information is not specified in the job description.

What skills and experience are required for this role?

Candidates need a graduate degree (MS or PhD) in a relevant field, high-impact publications at top AI conferences, strong programming skills for ML production, experience with deep learning libraries like PyTorch, and interest in the medical domain.

What is the company culture and team like at Abridge?

Abridge has a growing team of practicing MDs, AI scientists, PhDs, creatives, technologists, and engineers, with a focus on generative AI for healthcare and responsible AI deployment.

How should I apply for this position and what makes a strong candidate?

Apply directly through Abridge's recruitment channels. Strong candidates demonstrate a strong research background with publications, real-world ML impact via open source or deployments, and deep learning expertise.

Abridge

AI platform for clinical documentation automation

About Abridge

Abridge provides a platform that changes how medical conversations are documented in healthcare settings. Its main product allows healthcare providers to record patient visits, which are then transformed into organized clinical documents. This helps doctors and other healthcare professionals save time on paperwork, allowing them to concentrate more on caring for their patients. Abridge stands out from its competitors by focusing specifically on the needs of healthcare providers, payers, and pharmaceutical companies, offering a solution that improves both documentation efficiency and patient outcomes. The goal of Abridge is to enhance the quality of patient care while making the documentation process easier for healthcare professionals.

Pittsburgh, PennsylvaniaHeadquarters

2018Year Founded

$201.8MTotal Funding

SERIES_CCompany Stage

AI & Machine Learning, HealthcareIndustries

51-200Employees

Benefits

Medical insurance

Dental Insurance

Vision Insurance

Unlimited Paid Time Off

Equity

Flexible Spending (FSA) & Health Savings (HSA) Accounts

Learning and Development budget

401k Plan

Paid Parental Leave

Flexible working hours

Home Office Budget

Sabbatical Leave

Risks

Rapid expansion may strain Abridge's resources and affect service quality.

Integration challenges with EHR systems could disrupt workflows and data consistency.

Data privacy concerns in AI applications may lead to regulatory scrutiny.

Differentiation

Abridge transforms medical conversations into actionable clinical documentation using AI.

The platform supports over 28 languages and 50+ medical specialties.

Abridge's integration with EMR systems enhances clinician efficiency and patient care.

Upsides

Abridge's partnership with Mayo Clinic expands its reach to over 1 million patients.

The $150 million Series C funding accelerates AI technology development and integration.

Abridge's multilingual capabilities improve communication in diverse patient populations.

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