Abridge

Pioneering AI that transforms patient-clinician conversations into structured clinical documentation — reducing clinician burnout and improving patient care.

The consensus on Abridge: Choose Abridge if you want meaningful healthcare impact with top-tier comp and supportive leadership — but expect intense product pushes and hybrid co-location.

2018
Founded
Pittsburgh
Headquarters
~500
Employees
$5.3B
Valuation (2025)
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Culture Overview

What it's really like to work at Abridge

Abridge has built something rare in tech: a company where the mission isn't just a tagline but the actual daily motivator. Founded in 2018 by practicing physicians who experienced documentation burden firsthand, Abridge's culture is rooted in empathy — for clinicians drowning in paperwork and for the patients whose care suffers as a result.

The engineering culture combines academic rigor (ML researchers, clinical NLU specialists) with startup speed. Teams are small, ownership is real, and the feedback loop from engineer to patient outcome is unusually short. Their blameless postmortem culture and "extreme ownership" philosophy mean people are trusted to make decisions and learn from mistakes.

At 500 employees with $5.3B valuation, Abridge is in the sweet spot — large enough to offer stability and competitive comp, small enough that individual contributions visibly move the needle. The 93% recommendation rate and 4.7 Glassdoor score tell the story: people genuinely love working here.

Mission-Driven Engineering-Driven Learning & Growth Product Impact Strong Equity
Glassdoor Ratings

Abridge Glassdoor Ratings & Employee Reviews

4.7
Overall Glassdoor Score
Based on 60 reviews
Culture & Values 4.7
Work-Life Balance 4.5
Compensation & Benefits 4.6
Career Opportunities 4.7
Senior Management 4.6
Overall Rating 4.7
93% Recommend to a Friend
~94% CEO Approval
Employee Review Themes

Working at Abridge: Pros & Cons

✓ What employees love

  • ✓ Meaningful mission transforming healthcare documentation with AI
  • ✓ Exceptional middle management and supportive leadership
  • ✓ Top-tier compensation and benefits (4.6/5 on Glassdoor)
  • ✓ Blameless, empathy-first culture rooted in patient impact

✗ What could be better

  • ✗ Fast pace can lead to intense weeks during product pushes
  • ✗ Third-party vendor dependencies create occasional friction
  • ✗ Hybrid model — co-location expected at SF or NYC hubs
  • ✗ Rapid growth means some processes are still being built
Engineering Culture

How the engineering team works

Tech Stack

Python PyTorch ASR/NLU Kubernetes

Product

AI-powered platform that listens to patient-clinician conversations and generates structured clinical notes, reducing documentation time from hours to seconds.

AI & ML

Deep expertise in automatic speech recognition, clinical NLU, and large language models fine-tuned for medical documentation. Research-grade ML with production impact. See open roles →

Team Structure

Small, cross-functional squads with real ownership. ~500 employees total. Engineers ship features that directly impact clinicians and patients. Blameless postmortems and extreme ownership philosophy.

Culture Fit

Who thrives at Abridge

✓ You'll thrive if you're

  • ✓ An ML engineer or AI researcher passionate about healthcare applications
  • ✓ A full-stack engineer who wants to see their work impact real patients
  • ✓ Someone motivated by mission over pure tech novelty
  • ✓ An engineer comfortable with hybrid work (SF or NYC co-location)

✗ Might not be for you if

  • ✗ You're seeking a fully remote lifestyle
  • ✗ You prefer slower, more predictable work cadences
  • ✗ You're looking for pure consumer tech or social products
Open Positions

Join the Abridge team

Explore open roles at Abridge below.

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Community Sentiment

What the community says about Abridge

Mostly Positive 6 mentions from Hacker News & Reddit · Updated 2026-04-20
“I guess one flaw in the argument about success leading to failure due to model providers eating the product layer, esp for B2B, is it ignores switching costs.”
Hacker News another_twist · 2025-09-14 View thread →
“>If severance was part of your compensation, it would be part of the contract you sign. Instead, it's something in addition to your contract.What you are pointing out is a legal loophole.”
Hacker News alterom · 2026-04-06 View thread →
“Baseten Labs | San Francisco, New York |ONSITE, REMOTE, HYBRID | VISA SPONSORSHIP | RELOCATION SUPPORTWe are Baseten, the team that powers mission-critical inference for the world’s most dynamic AI companies such as Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer.”
Hacker News jaz46 · 2026-04-06 View thread →
“Baseten Labs | San Francisco, New York |ONSITE, REMOTE, HYBRID | VISA SPONSORSHIP | RELOCATION SUPPORT We are Baseten, the team that powers mission-critical inference for the world’s most dynamic AI companies such as Cursor, Notion, OpenEvidence, Abridge, Clay, Gamma and Writer.”
Hacker News jaz46 · 2026-03-02 View thread →
“I have a 45-minute interview coming up with a Hiring Manager at **Abridge** for a **Full Stack Developer** role. The recruiter mentioned it will involve a "lightweight" System Design portion.”
Reddit r/leetcode · 2 upvotes · 2026-04-17 View thread →

Sentiment data refreshed daily from public Hacker News and Reddit discussions. See all company profiles →

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