Vals AI
vals.ai
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News
Technologies
Salaries
Products
People
Growth
Offices
Jobs
Financials
Overview
Vals AI runs private, domain-specific benchmarks that measure how language models perform on legal, tax and finance work. Its public leaderboards compare frontier models on tasks professionals actually do. Enterprises use the private evaluations before deploying a model in regulated workflows.
News
Vals AI Raises $40 Million Series A At $400 Million Valuation As Revenue Grows 8x
Vals AI raised a $40 million Series A at a $400 million valuation as the company scales an independent AI evaluation platform that measures how well frontier models perform on real-world professional tasks. Andreessen Horowitz (a16z) led the round, with p
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Report
Vals AI Raises $40M From a16z: Frontier Models Fail 52% of Real Finance Analyst Tasks
Vals AI benchmark startup closed a $40 million Series A at a $400 million valuation led by Andreessen Horowitz, as its independent professional-task tests show frontier AI models correctly completing
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Technologies
Tech DNA
Python
JavaScript
TypeScript
Django
React.js
FastAPI
AWS
DeepSeek
LLM
AI/ML
Python
DeepSeek
LLM
NLP
OpenAI
Snorkel
AWS
Git
Tokenization
Anthropic
Human-in-the-Loop
AI Agents
Other
JavaScript
TypeScript
Django
React.js
FastAPI
Stack modernity
85/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
DeepSeek
6 jobs
Required
$193k
+91% vs market
NLP
6 jobs
Required
$193k
+9% vs market
LLM
6 jobs
Required
$193k
-5% vs market
OpenAI
6 jobs
Required
$193k
-23% vs market
Snorkel
6 jobs
Required
$193k
-36% vs market
Python
4 jobs
Required
$185k
+3% vs market
JavaScript
4 jobs
Required
$185k
+14% vs market
Django
4 jobs
Required
$185k
+27% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
16%
AI Agents
15%
JavaScript
13%
LLM
13%
TypeScript
12%
AWS
11%
Share of companies in the same industry that use each technology.
Stack changes
AI Agents
Sep 2026
Human-in-the-Loop
Sep 2026
Anthropic
Sep 2026
TypeScript
Sep 2026
Tokenization
Sep 2026
Git
Sep 2026
FastAPI
Sep 2026
JavaScript
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
AstraZeneca
JPMorganChase
State Street
NVIDIA
Salesforce
Quantiphi
Salary insights
Compensation ranges based on this company's open jobs
Median
$193k
Typical range
$185k – $275k
Open positions
6
4
Jobs
Staff
50%
Architect
50%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Staff | 2 | $185k | $185k |
| Architect | 2 | $238k | $200k – $275k |
Highest paying role
Head of Research
$275k
Normalized to USD per year
Growth
Hiring Momentum
54/100
Stable
Open positions
6
2 opened / 0 closed in 30 days
ATS activity
Every ~6 hours
09/06/2026
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.
AI/ML
33% ▼
Executive
17% ▼
Product
17% ▲
Sales
17% ▲
Industrial Engineering
17% ▼
Activity Timeline
Added AI Agents to stack
Sep 2026
Added Human-in-the-Loop to stack
Sep 2026
Added Anthropic to stack
Sep 2026
Added TypeScript to stack
Sep 2026
Added Tokenization to stack
Sep 2026
Added Git to stack
Sep 2026
Added FastAPI to stack
Sep 2026
Added JavaScript to stack
Sep 2026
Added React.js to stack
Sep 2026
Added Python to stack
Sep 2026
Added Django to stack
Sep 2026
Added AWS to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
1
Hiring now
1
Countries
1
Busiest office
San Francisco
San Francisco
United States
HQ
6 open roles 6 posted in 90 days 33% engineering $205k Avg Salary
hires for AI/ML, Executive, Product
1175 Folsom St, Ste 300
Jobs
$150k – $200k per year • In office • Full-Time • 3+ years exp • San Francisco
DeepSeek
LLM
NLP
OpenAI
Snorkel
Apply
$150k – $200k per year • In office • Full-Time • San Francisco
DeepSeek
LLM
NLP
OpenAI
Snorkel
Apply
$140k – $185k per year • In office • Full-Time • Master's Degree • San Francisco
Python
JavaScript
Django
AI/ML
DeepSeek
LLM
NLP
OpenAI
Snorkel
Frontend
React.js
DevOps
AWS
Apply
$140k – $185k per year • In office • Full-Time • San Francisco
Python
TypeScript
JavaScript
Django
FastAPI
AI/ML
DeepSeek
LLM
NLP
OpenAI
Snorkel
Tokenization
Frontend
React.js
DevOps
AWS
Git
Apply
$225k – $275k per year • In office • Full-Time • PhD • San Francisco
Python
JavaScript
Django
AI/ML
Anthropic
DeepSeek
Human-in-the-Loop
LLM
NLP
OpenAI
Snorkel
Frontend
React.js
DevOps
AWS
Apply
$140k – $185k per year • In office • Full-Time • San Francisco
Python
JavaScript
Django
AI/ML
AI Agents
DeepSeek
LLM
NLP
OpenAI
Snorkel
Frontend
React.js
DevOps
AWS
Git
Apply