Overview
News
Technologies
Salaries
Products
People
Growth
Jobs
Financials
Overview
Abacus' mission is to improve people's lives by breaking down these silos and liberating healthcare data to make real impact.
Technologies
Tech DNA
SQL
Python
PyTorch
TensorFlow
Snowflake
AWS
Azure
LLM
AI/ML
SQL
Python
Databricks
Snowflake
Fine-tuning
LLM
PyTorch
RAG
TensorFlow
LLM Evaluation
Pre-training
AI Agents
Model Context Protocol
Configuration Management
Incident Management
Self-Healing
AWS
Azure
NLP
Prompt Engineering
Other
ETL/ELT
Stack modernity
77/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
SQL
2 jobs
Required
$60k
-57% vs market
Snowflake
2 jobs
Required
$60k
-67% vs market
Databricks
2 jobs
Required
$60k
-66% vs market
Azure
1 job
Required
$60k
-64% vs market
AWS
1 job
Required
$60k
-68% vs market
ETL/ELT
1 job
Required
$60k
-60% vs market
Python
1 job
Required
Model Context Protocol
1 job
Required
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
23%
SQL
21%
AWS
19%
AI Agents
15%
Azure
15%
LLM
14%
Share of companies in the same industry that use each technology.
Stack changes
ETL/ELT
Aug 2026
Model Context Protocol
Aug 2026
AI Agents
Aug 2026
Pre-training
Aug 2026
LLM Evaluation
Aug 2026
Azure
Aug 2026
AWS
Aug 2026
TensorFlow
Aug 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
$60k
Typical range
$60k
Open positions
1
1
Jobs
Junior
100%
| Level | Jobs | Median | Typical range |
|---|---|---|---|
| Junior | 1 | $60k | $60k |
Highest paying role
Associate Data Engineer
$60k
Normalized to USD per year
Growth
Hiring Momentum
88/100
Scaling fast
Open positions
2
1 opened / 0 closed in 30 days
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.
AI/ML
50% ▲
Data Science
50% ▲
Activity Timeline
Added Azure to stack
Aug 2026
Added AWS to stack
Aug 2026
New location: United States
Aug 2026
Added TensorFlow to stack
Aug 2026
Added SQL to stack
Aug 2026
Added Snowflake to stack
Aug 2026
Added Self-Healing to stack
Aug 2026
Added RAG to stack
Aug 2026
Added PyTorch to stack
Aug 2026
Added Python to stack
Aug 2026
Added LLM to stack
Aug 2026
Added Incident Management to stack
Aug 2026
Jobs
Associate Data Engineer
18 days ago$60k per year • Remote • Full-Time • Bachelor's Degree • United States
SQL
Databricks
Snowflake
DevOps
AWS
Azure
Analytics
ETL/ELT
Apply
Senior AI Engineer
20 days ago≈ $141k – $253k per year (Estimated) • Equity • Remote • Full-Time • 6+ years exp • Bachelor's Degree • United States
Python
SQL
Databricks
Snowflake
AI/ML
Fine-tuning
LLM
PyTorch
RAG
TensorFlow
LLM Evaluation
Pre-training
AI Agents
Model Context Protocol
DevOps
Configuration Management
Incident Management
Self-Healing
Apply

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