Baseten

ML Inference Infrastructure — Deploy and Scale ML Models in Production

The consensus on Baseten: Choose Baseten if you want cutting-edge ML inference work with high ownership at a small, fast-moving startup — but expect startup intensity and shifting priorities.

2019
Founded
San Francisco
Headquarters
~100
Employees
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Culture Overview

What it's really like to work at Baseten

Founded in 2019 by Tuhin Srivastava, Baseten builds ML inference infrastructure that lets teams deploy and scale machine learning models in production. With roughly 100 employees, the culture is engineering-driven and fast-paced. Small team size means everyone wears multiple hats, and individual contributors have direct impact on the product and company direction. Expect a flat hierarchy where shipping quickly is valued and ownership is the norm.

Eng-Driven Ship Fast Many Hats Product Impact Flat Hierarchy
Glassdoor Ratings

Baseten Glassdoor Ratings & Employee Reviews

4.3
Overall Glassdoor Score
Estimated — limited reviews
Culture & Values 4.3
Compensation & Benefits 4.0
Senior Management 4.2
Career Opportunities 4.0
Work-Life Balance 3.5
Overall Rating 4.3
CEO: Tuhin Srivastava (limited data)
Employee Review Themes

Working at Baseten: Pros & Cons

What employees love

  • Cutting-edge ML inference infrastructure — deploying models at scale for real production customers
  • Small team means high ownership and direct impact on product direction and company strategy

What could be better

  • Limited resources compared to larger competitors — can feel stretched thin on multiple fronts
  • Fast-moving product roadmap means priorities shift frequently as the market evolves
Engineering Culture

How the engineering team works

Tech Stack

Python Go Kubernetes CUDA Triton

Open Source

Maintains Truss, an open-source framework for packaging and serving ML models. Active contributor to the ML infrastructure ecosystem.

Engineering Blog

Shares deep dives on ML inference optimization, GPU utilization, and model serving architecture. Read the blog →

Team Structure

Flat, startup-style organization. Engineers own features end-to-end from design to production. Small, autonomous teams with minimal bureaucracy.

Open Positions

Join the Baseten team

... open positions.

Community Sentiment

What the community says about Baseten

Mixed Sentiment 10 mentions from Hacker News & Reddit · Updated 2026-03-25
“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...”
Hacker News jaz46 · 2026-03-02 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...”
Hacker News jaz46 · 2026-02-02 View thread →
“> we were the clear leader running on NVIDIA GPUs for both latency and throughput per public data from real-world use on OpenRouter.Baseten: 592.6 tps Groq: 784.”
Hacker News nektro · 2025-08-07 View thread →
“Location: Denver, USARemote: Yes pleaseWilling to relocate: Under right conditionsTechnologies: Python, PyTorch, Flyte, Weights & Biases, Hugging Face, OpenAI API, Azure, GCP (GKE, BigQuery),...”
Hacker News Lnerenbergdev · 2025-09-03 View thread →
“Image credit: r/30daysnewjob. Saw this shared there during my job search and it stuck with me.”
Reddit r/jobsearchhacks · 25700 upvotes · 2026-02-05 View thread →
“Gen Z fixing pathetic work culture!”
Reddit r/remoteworks · 4768 upvotes · 2026-03-01 View thread →
“Japan PM Says She Sleeps Just 2–4 Hours A Night Amid Criticism Over Work Culture”
Reddit r/nottheonion · 11408 upvotes · 2025-11-14 View thread →

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

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