Natural Language Processing Researcher
KitwareSalary not specified
- Full Time
- Mid-level (3 to 4 years), Senior (5 to 8 years)
$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
Job Description
Position Overview
- Employment Type: Full-Time
- Salary: $200K - $300K + Equity
- Company: Abridge
- Founded: 2018
- Mission: Powering deeper understanding in healthcare through AI-powered platform for medical conversations.
Abridge is an AI company specializing in transforming patient-clinician conversations into structured clinical notes. Their technology integrates with EMRs and uses Linked Evidence and auditable AI to improve clinical documentation and enable clinicians to focus on patient care. They are pioneers in generative AI for healthcare, focusing on responsible AI deployment.
Requirements
- Education: Strong research background, as demonstrated through papers and a graduate degree (MS or PhD) in Electrical Engineering, Computer Sciences, Mathematics, or equivalent experience.
- Publications: High-impact publications at peer-reviewed AI conferences (e.g., CL, NeurIPS, ICML, ICLR).
- Experience: Significant real-world impact, as demonstrated through open source contributions and deployed technology.
- Programming Skills: Strong programming skills with proven experience crafting, prototyping, and delivering machine learning solutions into production.
- Deep Learning: Experience with deep learning libraries (e.g., PyTorch, Jax, TensorFlow) and platforms, multi-GPU training, and statistical analyses of observational and experimental data.
- Domain Knowledge: Genuine interest in the medical domain.
Responsibilities
- Advance the state of the art in medical NLP, in areas including conversation summarization, evidence extraction, outcome prediction, evaluation techniques, and experimentation.
- Actively contribute to the wider research community by sharing and publishing original research.
- Help to define important problems, identify appropriate baselines, develop state-of-the-art methods, and ship them into production.
- Dial deeply into real-time feedback from clinicians to guide further refinements and innovations.
- Be results-oriented in the face of ambiguous problems and uncertain outcomes.
Application Instructions
- Interested candidates should apply directly through Abridge's recruitment channels.
Company Information
- Company: Abridge
- Team: Growing team of practicing MDs, AI scientists, PhDs, creatives, technologists, and engineers.
- Focus: Generative AI for healthcare, responsible AI deployment.
Skills
PyTorch
Jax
TensorFlow
Deep Learning
NLP
Machine Learning
Statistical Analysis
Python
Research
Experimentation
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