Overview
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Technologies
Salaries
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Growth
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Overview

Circadia Health is a medical device and digital health company specializing in contactless remote patient monitoring solutions. Powered by artificial intelligence and FDA-cleared sensor technology, its platform continuously tracks vital signs and movement patterns without requiring wearable devices or bodily contact. By combining real-time data collection with predictive analytics, the company helps post-acute care providers detect clinical deterioration early and reduce preventable rehospitalizations

Technologies

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Tech DNA
Python
SQL
FastAPI
Pytest
PyTorch
Snowflake
MS SQL
MySQL
AWS
Amazon EC2
Amazon CloudWatch
AI/ML
Python
SQL
AWS
Snowflake
CI/CD
IAM
MLFlow
Amazon EC2
Docker
Amazon CloudWatch
Amazon S3
Airflow
DVC
Spark
JAX
Knowledge Distillation
PyTorch
TensorFlow
Time Series Forecasting
Triton
TorchServe
Edge AI
LLM Evaluation
Git
GitHub Actions
Jenkins
Azure
GCP
GitHub
Dask
Pydantic
MS SQL
MySQL
Other
HIPAA
SOC 2
FastAPI
Pytest
Flask
Playwright
Selenium
Rest API
Stack modernity Modern
73/100
How modern this stack is, based on technology relevance, AI adoption and the share of legacy tools.
In-demand technologies
Python 8 jobs Required
$240k +33% vs market
AWS 7 jobs Required
$240k +30% vs market
HIPAA 6 jobs Required
$240k +20% vs market
SQL 5 jobs Required
$240k +70% vs market
SOC 2 5 jobs Required
$240k +20% vs market
FastAPI 4 jobs Required
$240k +71% vs market
Snowflake 4 jobs Required
$240k +30% vs market
IAM 3 jobs Required
$240k +33% vs market
Salary medians are calculated from this company's open jobs and compared with the market.
Industry adoption
Python
20%
CI/CD
16%
AWS
16%
SQL
15%
Docker
13%
GCP
12%
Share of companies in the same industry that use each technology.
Stack changes
LLM Evaluation Aug 2026
Edge AI Aug 2026
TorchServe Aug 2026
GitHub Aug 2026
IAM Aug 2026
Amazon S3 Aug 2026
Amazon CloudWatch Aug 2026
Selenium 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
$240k
Typical range
$155k – $240k
Open positions
8
8 Jobs
Senior 75%
Staff 25%
Level Jobs Median Typical range
Senior 6 $240k $155k – $240k
Staff 2 $240k $240k
Highest paying role Engineering Manager $240k
Normalized to USD per year

Growth

Hiring Momentum
57/100
Growing
Open positions
10
0 opened / 1 closed in 30 days
Median time-to-fill
109 days
faster than 14% of the market
ATS activity
Every ~8 hours
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.
AI/ML
33%
QA
22%
Data Science
11%
Backend
11%
DevOps
11%
Management
11%
Activity Timeline
Added LLM Evaluation to stack Aug 2026
Added Edge AI to stack Aug 2026
Added TorchServe to stack Aug 2026
Added GitHub to stack Aug 2026
Added IAM to stack Aug 2026
Added Amazon S3 to stack Aug 2026
Added Amazon CloudWatch to stack Aug 2026
Added Selenium to stack Aug 2026
Added Playwright to stack Aug 2026
New location: London Aug 2026
Added Triton to stack Aug 2026
Added Pytest to stack Aug 2026

Jobs

Senior QA Engineer

Verified live · 7 hours ago 6 days ago
$110k – $155k per year • In office • Full-Time • 5+ years exp • El Segundo
Python
SQL
FastAPI
DevOps
CI/CD
Cybersecurity
HIPAA
SOC 2
QA
Playwright
Pytest
Selenium
Apply

Senior Machine Learning Engineer

Verified live · 7 hours ago 18 days ago
$150k – $240k per year • Remote/Hybrid • Full-Time • 5+ years exp • El Segundo
Python
SQL
Time Series Forecasting
LLM Evaluation
Apply

Senior ML Ops Engineer

Verified live · 7 hours ago 18 days ago
$150k – $240k per year • Remote/Hybrid • Full-Time • 4+ years exp • PhD • El Segundo
Python
SQL
Snowflake
AI/ML
MLFlow
DevOps
Amazon EC2
AWS
Amazon CloudWatch
Amazon S3
IAM
Cybersecurity
HIPAA
SOC 2
Apply

Senior Data Engineer

Verified live · 7 hours ago 18 days ago
$150k – $240k per year • Remote/Hybrid • Full-Time • 5+ years exp • El Segundo
Python
SQL
MS SQL
MySQL
Snowflake
DevOps
AWS
Cybersecurity
HIPAA
SOC 2
Apply

Senior DevOps Engineer

Verified live · 7 hours ago 18 days ago
$170k – $240k per year • Remote/Hybrid • Full-Time • El Segundo
Snowflake
DevOps
AWS
CI/CD
IAM
Cybersecurity
HIPAA
SOC 2
Apply

Staff Software Engineer

Verified live · 7 hours ago 18 days ago
$150k – $240k per year • Remote/Hybrid • Full-Time • 7+ years exp • El Segundo
Python
FastAPI
Pydantic
DevOps
AWS
Cybersecurity
HIPAA
QA
Pytest
Apply

Engineering Manager

Verified live · 7 hours ago 18 days ago
$180k – $240k per year • Remote/Hybrid • Full-Time • 5+ years exp • El Segundo
Python
FastAPI
DevOps
AWS
Apply

Senior Design Quality Engineer

Verified live · 7 hours ago 24 days ago
$120k – $160k per year • Remote/Hybrid • Full-Time • 5+ years exp • Bachelor's Degree • El Segundo
Apply

ML Ops Engineer

Verified live · 7 hours ago 6 months ago
$66k – $185k per year (Estimated) • In office • Full-Time • 4+ years exp • PhD • London
Python
SQL
Dask
Databases
Snowflake
AI/ML
Airflow
DVC
MLFlow
Spark
Triton
TorchServe
DevOps
Amazon EC2
AWS
CI/CD
Docker
Git
GitHub Actions
Jenkins
Amazon CloudWatch
Amazon S3
IAM
GitHub
Cybersecurity
HIPAA
SOC 2
Apply

ML Research Engineer

Verified live · 7 hours ago 6 months ago
$73k – $203k per year (Estimated) • In office • Full-Time • 3+ years exp • Master's Degree • London
Python
FastAPI
Flask
AI/ML
JAX
Knowledge Distillation
PyTorch
TensorFlow
Edge AI
DevOps
AWS
Azure
Docker
GCP
Apply