John Snow Labs
johnsnowlabs.com
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Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
John Snow Labs is an award-winning healthcare AI company for rapid adoption of AI in healthcare and life sciences organizations, providing high-compliance AI platform, state-of-the-art NLP libraries, and data market.
News
How Better Data Annotation Improves AI Model Performance
Better data annotation-more accurate, detailed or contextually rich-can drastically improve an AI system's performance, adaptability and fairness.
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Report
John Snow Labs Acquires WiseCube to Bolster AI-Powered Biomedical Knowledge and Drug Discovery
John Snow Labs acquires WiseCube, a pioneer in biomedical knowledge graphs and AI-powered literature analysis.
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Report
AI Co-Pilots: How Devs Can Ensure Trustworthy, Reliable Performance
Ensuring co-pilots consistently deliver reliable, accurate support requires a strategic approach grounded in both technical innovation and strong human oversight.
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Report
The Case for Healthcare-Specific Large Language Models
To fully realize the potential of AI in medicine, we must embrace the need for healthcare-specific AI because precision is not just a luxury
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Report
Not All AI Is Created Equally: The Case For Healthcare-Specific LLMs
Not all AI is created equally, and healthcare is a prime example of why. Here are some important considerations for practitioners.
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Report
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Technologies
Tech DNA
Python
SQL
PyTorch
Azure
Amazon S3
LLM
PEFT
AI/ML
Python
SQL
NLP
Spark
Fine-tuning
LLM
Azure
Amazon S3
Axolotl
llama.cpp
PEFT
Prompt Engineering
PyTorch
Quantization
RAG
Transformers
vLLM
Time Series Forecasting
DPO
PPO
SFT
TGI
Other
Rest API
ETL/ELT
Stack modernity
82/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
NLP
3 jobs
Required
$120k
-33% vs market
Python
2 jobs
Required
$120k
-33% vs market
Spark
2 jobs
Required
$120k
-34% vs market
Fine-tuning
2 jobs
Required
$120k
-48% vs market
LLM
2 jobs
Required
$120k
-40% vs market
SQL
1 job
Required
$120k
-15% vs market
Rest API
1 job
Required
$120k
+25% vs market
Azure
1 job
Required
$120k
-28% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
SQL
14%
LLM
13%
Azure
12%
RAG
8%
Rest API
7%
Share of companies in the same industry that use each technology.
Stack changes
ETL/ELT
Aug 2026
Amazon S3
Aug 2026
TGI
Aug 2026
SFT
Aug 2026
PPO
Aug 2026
DPO
Aug 2026
Time Series Forecasting
Aug 2026
vLLM
Aug 2026
Technologies recently added to or removed from this company's stack - a signal of tech migrations and new initiatives.
Jobgether
NVIDIA
CrowdStrike
ServiceNow
Adobe
Intel Corporation
Salary insights
Compensation ranges based on this company's open jobs
Median
$120k
Typical range
$120k
Open positions
2
2
Jobs
Senior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Senior | 2 | $120k | $120k |
Highest paying role
Healthcare Data Integration Engineer (FHIR / OMOP)
$120k
Normalized to USD per year
Growth
Hiring Momentum
58/100
Growing
Open positions
3
0 opened / 3 closed in 30 days
ATS activity
Every ~3 days
08/31/2026
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
100% ▼
Activity Timeline
Added ETL/ELT to stack
Aug 2026
Added Amazon S3 to stack
Aug 2026
Added TGI to stack
Aug 2026
Added SFT to stack
Aug 2026
Added PPO to stack
Aug 2026
Added DPO to stack
Aug 2026
Added Time Series Forecasting to stack
Aug 2026
Added vLLM to stack
Aug 2026
Added Transformers to stack
Aug 2026
Added RAG to stack
Aug 2026
Added Quantization to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Jobs
$80k – $120k per year • Remote • Contractor • 2+ years exp • Master's Degree • United States
Python
SQL
NLP
Spark
DevOps
Azure
Rest API
Amazon S3
Analytics
ETL/ELT
Apply
$60k – $120k per year • Remote • Contractor • 5+ years exp • Master's Degree
Axolotl
Fine-tuning
llama.cpp
LLM
NLP
PEFT
Prompt Engineering
PyTorch
Quantization
RAG
Transformers
vLLM
DPO
PPO
SFT
TGI
Apply
≈ $109k – $242k per year (Estimated) • Remote • Contractor • Master's Degree • United States
Python
Fine-tuning
LLM
NLP
Spark
Time Series Forecasting
Apply