AI/ML Front End Engineer (Staff/Senior)
Company: Abridge AI Inc.
Location: San Francisco
Posted on: November 6, 2024
Job Description:
Abridge was founded in 2018 with the mission of powering deeper
understanding in healthcare. Our AI-powered platform was
purpose-built for medical conversations, improving clinical
documentation efficiencies while enabling clinicians to focus on
what matters most-their patients.Our enterprise-grade technology
transforms patient-clinician conversations into structured clinical
notes in real-time, with deep EMR integrations. Powered by Linked
Evidence and our purpose-built, auditable AI, we are the only
company that maps AI-generated summaries to ground truth, helping
providers quickly trust and verify the output. As pioneers in
generative AI for healthcare, we are setting the industry standards
for the responsible deployment of AI across health systems.We are a
growing team of practicing MDs, AI scientists, PhDs, creatives,
technologists, and engineers working together to empower people and
make care make more sense.The RoleWe are seeking Staff and Senior
Full Stack Engineers to join our growing team! You'll help us build
internal UI products to support LLM Model orchestration,
evaluation, and dataset curation. You will work closely with our
Applied AI and product teams to build innovative ML powered
solutions to push the state of the art in Healthcare AI
technology.What You'll Do
- 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.What You'll Bring
- 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.Base Salary: $185,000 USD - $265,000+ USD per year
+ Equity.Must be willing to work from our SF office at least 3x per
week.Must be willing to travel up to 10%.Why Work at Abridge?
- Be a part of a trailblazing, mission-driven organization that
is powering deeper understanding in healthcare through AI!
- Opportunity to work and grow with talented individuals and have
ownership and impact at a high-growth startup.
- 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.Diversity & InclusionAbridge is an equal
opportunity employer. Diversity and inclusion is at the core of
what we do. We actively welcome applicants from all backgrounds
(including but not limited to race, gender, educational background,
and sexual orientation).
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Keywords: Abridge AI Inc., Sunnyvale , AI/ML Front End Engineer (Staff/Senior), Accounting, Auditing , San Francisco, California
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