Abridge logo

Senior Full Stack Engineer, ML Tools

Abridge

About the Role

We are seeking Staff and Senior Full Stack Engineers to join our growing team at Abridge. You will play a crucial role in building internal UI products to support LLM Model orchestration, evaluation, and dataset curation. Collaborating closely with our Applied AI and product teams, you will develop innovative ML-powered solutions to advance Healthcare AI technology.

Key Responsibilities

  • Design and Build: Develop and maintain highly scalable, cloud-based services using TypeScript, Python, and React.
  • Tooling Creation: Create tools to support the ML model lifecycle, including model evaluations, dataset curation, and training infrastructure.
  • Infrastructure Development: Build scalable infrastructure for LLM model orchestration with a focus on user experience.
  • Architecture Decisions: Make technology decisions that align with business needs, balancing innovation with security and reliability.
  • Cross-Functional Collaboration: Work with product, machine learning, and design teams to ensure the success of new features from conception to deployment.
  • Research and Evaluation: Evaluate commercial and open-source tools to implement effective and scalable solutions.
  • Mentorship: Advocate for best coding practices, mentor junior engineers, and ensure technical excellence across the team.
  • User-Centric Approach: Build empathy for users, maintaining a user-centric mindset when implementing solutions.
  • ML Infrastructure Development: Contribute to the development and expansion of our ML infrastructure, ensuring smooth interaction between the product and ML models.

Qualifications

  • 5+ years of experience building and scaling distributed systems using modern technologies like TypeScript, Python, React, and Node.js.
  • Hands-on experience with Large Language Models (LLMs) and APIs, including fine-tuning and prompt engineering.
  • Proficiency in 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.
  • Experience in regulated environments (HIPAA, SOC 2, or HITRUST) is a plus.
  • Passion for learning new technologies and sharing knowledge within your team.

Why Work at Abridge?

  • Be part of a mission-driven organization that is pioneering AI in healthcare.
  • Enjoy a flexible work environment with remote work options and flexible hours.
  • Benefit from a comprehensive benefits package, including unlimited PTO, paid parental leave, and a generous learning and development budget.
  • Participate in a company stock option plan and receive equity as part of the total compensation package.
  • Work with a talented team and have ownership and impact at a high-growth startup.

Additional Information

  • Location: Must be willing to work from our SF or NYC office 2-3x/week. Relocation assistance is available.
  • Travel: Must be willing to travel up to 10%.
  • Team Retreats: Participate in team retreats every 3-6 months, featuring hackathons and collaborative sessions.

Abridge is an equal opportunity employer, committed to diversity and inclusion. We welcome applicants from all backgrounds.

Benefits
Extracted with AI

  • Unlimited PTO for salaried team members
  • 13 paid holidays
  • Comprehensive and generous benefits package
  • Learning and Development budget of $3,000 per year
  • 16 weeks paid parental leave
  • Flexible working hours
  • Remote work environment
  • Equity for all new employees
  • Generous equipment budget for home office setup
  • Relocation assistance

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