Overview
News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials

Funding and backers

Total raised
$1.1B
2 rounds on record
Latest round
$1.1B
Venture round · Jul 2026 · 3 mo ago
Team
51-200
employees, estimated range
Hiring now
19
open roles
Grants
$465k
1 grant · CORDIS
Backers
2
Atlantic, Balderton Capital
The money's age
Fresh money
3 months since the last round · hiring slowed
Momentum
50/100
in the news, fresh money, rising traction
Last sign of life
1 mo ago
a posting or a news item
The story so fareach stage dated by its source: the company's releases, the press, registers, filings
Jul 21 First executive search Head of Partnerships (SAP) Jul 17 Raised a round Venture round $1.1B · EU-Startups Nov 6, 2025 Launched on Hacker News Show HN: TabPFN-2.5 – SOTA foundation model for tabular data Jul 1, 2025 Won a grant $465k · CORDIS 2024 Founded
Tractionpublic signals, read monthly
Web presence
top 0.82%
of 133.2M domains by links, Common Crawl
GitHub stars
13 public repositories · +1%
Launched on Hacker News
73 points
Funding rounds
RoundDateAmountInvestorsSource
Venture round Jul 2026 $1.1B — EU-Startups
Grant Jul 2025 $465k — CORDIS
Registers and programsofficial lists and records that name the company
Legal entity Prior Labs GmbH its site
Registered 16 Nov 2024
Backed byfrom the funds' portfolios and accelerator catalogs
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Similar startupsby what they do, their industry and backers
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Instant, high-accuracy predictions on structured data. Our tabular foundation models require zero training and no pipeline setup.
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Lyon trains a foundation model from scratch on your customer event data. The model runs in your cloud, and you own the intelligence.
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AfterQueryVenture round $30M · 6 mo ago • 201-500 employees • 31 roles
AfterQuery captures how experts reason and turns real-world professional work into high-quality training data for frontier foundation…

How Prior Labs hires

Truth index
A 88/100
Ghost roles
0%
Stale roles
47%
Reposted roles
0%

Prior Labs scores A on the Alion truth index (A is best, E worst), measured over 19 open roles re-checked against its own hiring board: 0% look like ghost listings, 47% have gone stale and 0% are the same role posted again. It measures how much of what this employer publishes turns into a real, finite search - not the employer as a workplace. How the index is computed

Visa sponsorship

  • United States · H-1B filings in 12 months: 2

Visa details by country

Overview

One Model, Infinite Predictions. Pre-trained tabular foundation models for making predictions on structured data.

News

News priorlabs.ai 1 month ago
Prior Labs Read more
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News EU-Startups 3 months ago
Germany's Prior Labs raises €1 billion and exits to SAP 18 months after being founded
Berlin-based frontier AI lab Prior Labs today announced that the multinational software company SAP has completed its acquisition of the company, supported by more than €1 billion in investment from SAP in order to fund infrastructure, hiring, and long-te
Read more
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News priorlabs.ai 5 months ago
Prior Labs Read more
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News priorlabs.ai 8 months ago
Prior Labs Read more
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News priorlabs.ai 10 months ago
Prior Labs Read more
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News priorlabs.ai 11 months ago
Prior Labs Read more
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News Nature 1 year ago
Accurate predictions on small data with a tabular foundation model
Tabular data, spreadsheets organized in rows and columns, are ubiquitous across scientific fields, from biomedicine to particle physics to economics and climate science1,2. The fundamental prediction task of filling in missing values of a label column bas
Read more
Report

Tech stack

Technologies named in job postings at Prior Labs over the last 12 months, by layer, with the share of postings for each.
Technologies in use
37
Postings analysed
20
Stack modernity
76/100AI adopter
Languages
Python25%
JavaScript5%
TypeScript5%
Frameworks & libraries
PyTorch20%
Scikit-learn10%
CUDA5%
FastAPI5%
Databases
PostgreSQL5%
Cloud & platforms
GitHub100%
GCP20%
AWS10%
Azure10%
AI & ML
LLM5%
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Full Prior Labs tech stack 37 technologies · by team · pay by technology · changes · similar stacks

Growth

Hiring Momentum
32/100
Slowing
Open positions
19
0 opened / 2 closed in 30 days
Median time-to-fill
89 days
faster than 14% of the market
ATS activity
Every ~5 hours
Today
Hiring Dynamics 0%
Hiring Focus
The percentage next to each role is its share of the company's job openings over the last 90 days; the arrow shows the shift versus the previous period.
HR
27% ▼
Sales
27% ▲
Management
18% ▲
AI/ML
9% ▼
Leadership
9% ▼
Product
9% ▼
Activity Timeline
Added Interpretability to stack Sep 2026
Added Fine-tuning to stack Sep 2026
Added Recommender Systems to stack Sep 2026
Added Knowledge Distillation to stack Sep 2026
Added In-Context Learning to stack Sep 2026
Added Machine Learning to stack Sep 2026

Offices

Where the company hires and what each office is for
Cities
3
Hiring now
3
Countries
2
Busiest office
Berlin
Loading the map
Headquarters Builds here Office with open vacancies Tap a pin for the office
Berlin Germany
HQ
15 open roles 9 posted in 90 days 47% engineering 50-200 est. staff
hires for AI/ML, Sales, Leadership
seen since Jan 2025 job postings
New York United States
Engineering / R&D
14 open roles 8 posted in 90 days 50% engineering 50-200 est. staff $185k Avg Salary
hires for AI/ML, Sales, HR
seen since Jan 2025 job postings
Freiburg im Breisgau Germany
Engineering / R&D
6 open roles 1 posted in 90 days 100% engineering 10-50 est. staff
hires for AI/ML
seen since Jan 2025

Jobs

≈ $60k – $124k per year (Estimated) • In office • Full-Time • 2+ years exp • Berlin
Databricks
AI/ML
Machine Learning
DevOps
GCP
Azure
AWS
GitHub
Apply
≈ $95k – $218k per year (Estimated) • In office • Full-Time • Berlin
GitHub
Cybersecurity
ISO 27001
SOC 2
GDPR
Apply
In office • Full-Time • 3+ years exp • Berlin • Freiburg im Breisgau • New York
Python
Cursor
Weights & Biases
Claude Code
PyTorch
CUDA
Triton
DevOps
GCP
GitHub Actions
SLURM
Docker
GitHub
HPC
Apply
≈ $67k – $157k per year (Estimated) • In office • Full-Time • Berlin • Freiburg im Breisgau • New York
XGBoost
AI Agents
LLM
Human-in-the-Loop
LLM Evaluation
DevOps
GitHub
Apply
≈ $141k – $272k per year (Estimated) • Equity • In office • Full-Time • 3+ years exp • Master's Degree • New York
Python
Fine-tuning
PyTorch
In-Context Learning
LLM Evaluation
Interpretability
DevOps
GitHub
Apply
≈ $147k – $283k per year (Estimated) • In office • Full-Time • 3+ years exp • New York • Berlin
Python
Scikit-learn
PyTorch
Time Series
DevOps
GCP
Azure
AWS
GitHub
Apply
≈ $64k – $149k per year (Estimated) • In office • Full-Time • Berlin • Freiburg im Breisgau
Python
JavaScript
TypeScript
FastAPI
Databases
PostgreSQL
Frontend
React.js
DevOps
GCP
GitHub
Apply
In office • Full-Time • 3+ years exp • Berlin • Freiburg im Breisgau • New York
Python
FastAPI
AI/ML
Quantization
PyTorch
Feature Store
Machine Learning
DevOps
Terraform
GCP
CI/CD
Docker
Kubernetes
GitHub
Cybersecurity
GDPR
Apply
In office • Full-Time • 3+ years exp • Master's Degree • Berlin • Freiburg im Breisgau • New York
Python
Scikit-learn
Multimodal AI
NumPy
PyTorch
Anomaly Detection
Time Series
Edge AI
Model Distillation
DevOps
GitHub
Apply
≈ $72k – $167k per year (Estimated) • In office • Full-Time • Freiburg im Breisgau • Berlin • New York
Python
Multimodal AI
Knowledge Distillation
PyTorch
In-Context Learning
Anomaly Detection
Time Series
Recommender Systems
Model Distillation
Machine Learning
DevOps
GitHub
Apply

Financials

Total raised
$1.1B
Latest round
Venture - Series Unknown
Funding rounds
2
Funding rounds
Round Announced Amount
Venture - Series Unknown 2026 $1.1B Details
Grant 2025 $465k Details