Full-Time

Full Stack Engineer – Staff/Senior

Posted on 11/15/2024

Abridge

Abridge

51-200 employees

AI platform for clinical documentation automation

AI & Machine Learning
Healthcare

Compensation Overview

$185k - $265kAnnually

+ Equity

Senior

San Francisco, CA, USA

Must work from the SF office at least 3 times per week; relocation assistance available.

Category
Full-Stack Engineering
Software Engineering
Required Skills
Kubernetes
Python
React.js
Node.js
Docker
TypeScript
AWS
Terraform
Google Cloud Platform
Requirements
  • 5+ years of experience building and scaling distributed systems using modern technologies like TypeScript, Python, React, and Node.js
  • Hands-on experience integrating and working with Large Language Models (LLMs) and APIs, with familiarity in fine-tuning and prompt engineering
  • Proficiency in working with cloud services (AWS, GCP), infrastructure as code (Terraform), and containerization (Docker, Kubernetes)
  • Proven experience leading engineering teams or owning major software components from development to production
  • A background in optimizing and scaling inference systems for LLMs or similar AI-based systems is highly desirable
  • Experience working in regulated environments (HIPAA, SOC 2, or HITRUST) is a plus
  • A passion for learning new technologies and sharing knowledge within your team
Responsibilities
  • Design, build, and maintain highly scalable, cloud-based services using TypeScript, Python, and React
  • Create tooling to support the ML model lifecycle including model evaluations, dataset curation and training infrastructure
  • Build scalable infrastructure for LLM model orchestration powered by an intuitive and easy to use user experience
  • Make architecture and technology decisions that align with business needs, balancing innovation with security and reliability.
  • Enhance our platform’s performance and scalability, with a focus on creating seamless user experiences.
  • Work cross-functionally with teams like product, machine learning, and design to ensure the success of new features from conception to deployment.
  • Research and evaluate commercial and open-source tools to implement the most effective and scalable solutions.
  • Advocate for best coding practices, mentor junior engineers, and ensure the growth of technical excellence across the team.
  • Build deep empathy for users, maintaining a user-centric mindset when implementing solutions.
  • Contribute to the development and expansion of our ML infrastructure, ensuring smooth interaction between the product and ML models.

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 improving the efficiency of clinical documentation through AI technology. The goal of Abridge is to enhance patient care and streamline the documentation process for healthcare providers, ultimately leading to better health outcomes.

Company Stage

Series C

Total Funding

$201.8M

Headquarters

Pittsburgh, Pennsylvania

Founded

2018

Growth & Insights
Headcount

6 month growth

77%

1 year growth

167%

2 year growth

393%
Simplify Jobs

Simplify's Take

What believers are saying

  • Abridge's AI solution has been shown to significantly reduce clinician burnout, improving work-life balance and job satisfaction.
  • The company's technology has led to a 53% increase in professional fulfillment among clinicians at UVM Health Network.
  • Recognition as one of the 'Most Promising AI Startups' by Forbes and investment from Nvidia's VC arm highlight Abridge's strong growth potential.

What critics are saying

  • The healthcare sector's stringent regulatory environment could pose challenges for Abridge's AI deployment and scalability.
  • Dependence on large health network partnerships means that losing a major client could significantly impact revenue.

What makes Abridge unique

  • Abridge specializes in generative AI for clinical documentation, a niche focus that sets it apart from broader AI companies.
  • Their platform supports over 14 languages and 50 specialties, making it highly versatile and adaptable to various medical fields.
  • Abridge's partnerships with major health networks like UVM Health Network and CHRISTUS Health demonstrate its strong market validation and trust.

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