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Overview
Layer Health builds large language model tools that read clinical records. Its systems extract structured facts for quality measurement and research. The company was founded by clinicians and machine learning researchers from MIT.
Technologies
Tech DNA
Python
Go
Java
PyTorch
TensorFlow
LLM
AI/ML
Python
SQL
LLM
NLP
PyTorch
Hugging Face
TensorFlow
dbt
MLFlow
Cursor
Edge AI
Windsurf
Pandas
AI Agents
Multimodal AI
Docker
CI/CD
Other
Go
Java
Rust
Figma
HIPAA
Salesforce
Notion
Slack
Stack modernity
82/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
LLM
14 jobs
Required
$200k
-4% vs market
Python
7 jobs
Required
$200k
+8% vs market
NLP
4 jobs
Required
$225k
+28% vs market
PyTorch
3 jobs
Required
$200k
-13% vs market
Go
2 jobs
Required
$225k
+13% vs market
Java
2 jobs
Required
$225k
+34% vs market
Rust
2 jobs
Required
$225k
-2% vs market
TensorFlow
2 jobs
Required
$190k
-14% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
10%
SQL
8%
CI/CD
7%
AI Agents
6%
Salesforce
5%
Docker
5%
Share of companies in the same industry that use each technology.
Stack changes
CI/CD
Sep 2026
Rust
Sep 2026
Java
Sep 2026
Go
Sep 2026
Multimodal AI
Sep 2026
AI Agents
Sep 2026
Pandas
Sep 2026
HIPAA
Sep 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Salary insights
Compensation ranges based on this company's open jobs
Median
$200k
Typical range
$70k – $440k
Open positions
14
11
Jobs
Junior
9.1%
Middle
27.3%
Senior
36.4%
Staff
9.1%
Architect
18.2%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $180k | $180k |
| Middle | 3 | $160k | $160k – $200k |
| Senior | 4 | $200k | $200k – $250k |
| Staff | 1 | $275k | $275k |
| Architect | 2 | $320k | $200k – $440k |
Highest paying role
Account Director
$440k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
14
0 opened / 0 closed in 30 days
ATS activity
Every ~1 hours
09/06/2026
Hiring Dynamics
+100%
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.
Data Science
50% ▲
Finance
50% ▼
Activity Timeline
Added CI/CD to stack
Sep 2026
Added Rust to stack
Sep 2026
Added Java to stack
Sep 2026
Added Go to stack
Sep 2026
Added Multimodal AI to stack
Sep 2026
Added AI Agents to stack
Sep 2026
Added Pandas to stack
Sep 2026
Added HIPAA to stack
Sep 2026
Added Windsurf to stack
Sep 2026
Added Figma to stack
Sep 2026
Added Edge AI to stack
Sep 2026
Added Cursor to stack
Sep 2026
Offices
Where the company hires and what each office is for
Cities
2
Hiring now
1
Countries
1
Busiest office
Boston
Boston
United States
HQ
Boston
12 open roles 2 posted in 90 days 58% engineering 8% remote $226k Avg Salary
hires for AI/ML, Data Science, Product
New York
United States
Regional office
New York City
Jobs
$150k – $180k per year • In office • 2+ years exp • Boston
Python
MLFlow
dbt
NLP
TensorFlow
PyTorch
LLM
Hugging Face
DevOps
Docker
Apply
$140k – $160k per year • In office • 3+ years exp • Boston
Python
SQL
LLM
Apply
$150k – $200k per year • Equity • Remote/Hybrid • 5+ years exp • Boston
Cursor
Windsurf
LLM
Edge AI
Design
Figma
Apply
$180k – $200k per year • In office • 3+ years exp • Boston
Python
Pandas
LLM
Cybersecurity
HIPAA
Apply
$180k – $200k per year • In office • 7+ years exp • Boston
Python
NLP
TensorFlow
PyTorch
LLM
Hugging Face
Apply
Clinical Quality Data Abstraction Specialist - GWTG (Contractor)
Verified live · 2 days ago 7 months ago$56k – $70k per year • Remote • Contractor
LLM
Apply
Clinical Quality Data Abstraction Specialist - CathPCI (Contractor)
Verified live · 2 days ago 7 months ago$56k – $70k per year • Remote • Contractor
LLM
Apply
$250k – $275k per year • Remote/Hybrid • 7+ years exp • Bachelor's Degree • Boston
Python
NLP
LLM
Apply
$200k – $250k per year • Equity • In office • PhD • Boston
Multimodal AI
AI Agents
NLP
PyTorch
LLM
Apply
$210k – $250k per year • Equity • In office • 7+ years exp • Bachelor's Degree • Boston
Python
Go
Java
Rust
LLM
Apply
$160k – $200k per year • Equity • In office • 7+ years exp • Bachelor's Degree • Boston
Python
Go
Java
Rust
LLM
DevOps
CI/CD
Apply

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