Circadia Health tech stack

Circadia Health builds mostly with Python, SQL. Its stack also includes AWS, Snowflake, FastAPI, Amazon CloudWatch. Python is named in 11 of the 16 job postings Circadia Health published in the last 12 months (69%). Counted by Alion from the job postings of Circadia Health, updated Oct 17, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 17, 2026
Technologies in use
46
Postings analysed
16
Open now
12
Modernity
82 /100
New in 6 months
3

What programming languages does Circadia Health use?

Python is named in 69% of job postings at Circadia Health, followed by SQL (50%).

Python 11 69% required in 100% · 8 open now · since Feb 2026
SQL 8 50% required in 100% · 5 open now · since Feb 2026

What frameworks and libraries does Circadia Health use?

FastAPI is named in 25% of job postings at Circadia Health, followed by Pytest (13%), Dask (13%), JAX (6%).

FastAPI 4 25% required in 75% · 4 open now · since Feb 2026
Pytest 2 13% required in 100% · 2 open now · since Aug 2026
Dask 2 13% optional · 1 open now · since Feb 2026
JAX 1 6% required in 100% · 1 open now · since Feb 2026
Playwright 1 6% required in 100% · 1 open now · since Aug 2026
PyTorch 1 6% required in 100% · 1 open now · since Feb 2026
Pydantic 1 6% required in 100% · 1 open now · since Aug 2026
Selenium 1 6% required in 100% · 1 open now · since Aug 2026
Show all (11)
TensorFlow1
Flask1
Triton1

What databases does Circadia Health use?

Snowflake is named in 38% of job postings at Circadia Health, followed by MS SQL (13%), MySQL (13%).

Snowflake 6 38% required in 100% · 3 open now · since Feb 2026
MS SQL 2 13% required in 100% · 1 open now · since Feb 2026
MySQL 2 13% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Circadia Health use?

AWS is named in 56% of job postings at Circadia Health, followed by Amazon CloudWatch (19%), Amazon EC2 (19%), Amazon S3 (19%).

AWS 9 56% required in 89% · 6 open now · since Feb 2026
Amazon CloudWatch 3 19% required in 100% · 1 open now · since Feb 2026
Amazon EC2 3 19% required in 100% · 1 open now · since Feb 2026
Amazon S3 3 19% required in 100% · 1 open now · since Feb 2026
MLFlow 3 19% required in 100% · 1 open now · since Feb 2026
Airflow 2 13% required in 100% · 1 open now · since Feb 2026
GitHub Actions 2 13% optional · 1 open now · since Feb 2026
Spark 2 13% optional · 1 open now · since Feb 2026
Show all (12)
TorchServe2
Azure1
GCP1
GitHub1

What developer tools does Circadia Health use?

Docker is named in 19% of job postings at Circadia Health, followed by Git (13%), Rest API (13%), DVC (13%).

Docker 3 19% required in 67% · 2 open now · since Feb 2026
Git 2 13% required in 100% · 1 open now · since Feb 2026
Rest API 2 13% required in 100% · 1 open now · since Feb 2026
DVC 2 13% optional · 1 open now · since Feb 2026
Jenkins 2 13% optional · 1 open now · since Feb 2026

What AI and ML technologies does Circadia Health use?

ChatGPT is named in 6% of job postings at Circadia Health, followed by Claude (6%).

ChatGPT 1 6% required in 100% · since Aug 2026
Claude 1 6% required in 100% · since Aug 2026

Which engineering practices does Circadia Health ask for?

Machine Learning is named in 31% of job postings at Circadia Health, followed by CI/CD (25%), IAM (25%), Time Series Forecasting (13%).

Machine Learning 5 31% required in 100% · 3 open now · since Feb 2026
CI/CD 4 25% required in 100% · 3 open now · since Feb 2026
IAM 4 25% required in 100% · 2 open now · since Feb 2026
Time Series Forecasting 2 13% required in 100% · 2 open now · since Aug 2026
Wi-Fi 2 13% required in 100% · 2 open now · since Jul 2026
Edge AI 1 6% required in 100% · 1 open now · since Feb 2026
Knowledge Distillation 1 6% required in 100% · 1 open now · since Feb 2026
LLM Evaluation 1 6% required in 100% · 1 open now · since Aug 2026
Show all (11)
Model Distillation1
SLI/SLO/SLA1
VLAN1

What does each Circadia Health team work with?

The technologies each team's postings require most often, with the number of postings that require them.

AI/ML

5 postings
Python5
SQL4
AWS3
Amazon CloudWatch3
Amazon EC23
Amazon S33

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How much does Circadia Health pay by technology?

Median stated pay of the postings that name each technology, against the median of all Circadia Health postings with stated pay: $220k across 13 postings.

TechnologyPostings with payMedianvs company median
Python8$240k+9%
AWS6$240k+9%
SQL6$230k+5%

How is the Circadia Health stack changing?

Read from the dates of the postings themselves: a technology is new when the first posting that names it appeared in the last six months, rising or falling when its share of postings moved between the last two quarters.

First appeared
Time Series ForecastingAug 2026
PytestAug 2026
Wi-FiJul 2026

How modern is the Circadia Health stack?

Cutting-edge AI adopter 82/100

Circadia Health scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How common is the Circadia Health stack in its industry?

Share of the 326 companies in the same industries, whose stack Alion knows, that use each technology.

Python64%
AWS53%
SQL46%
Snowflake12%
FastAPI15%
Amazon CloudWatch7%
Amazon EC26%
Amazon S315%
MLFlow7%
Airflow4%

Questions about the Circadia Health tech stack

What programming languages does Circadia Health use?

The languages named in Circadia Health job postings are Python (69%), SQL (50%), as a share of the 16 postings of the last 12 months.

Does Circadia Health use FastAPI?

Yes. FastAPI is named in 4 of 16 job postings (25%) and required in 3 of them.

What cloud and platforms does Circadia Health use?

The cloud and platforms named in Circadia Health job postings are AWS (9), Amazon CloudWatch (3), Amazon EC2 (3) (postings in brackets).

What skills do you need for a AI/ML job at Circadia Health?

AI/ML postings at Circadia Health most often require Python (5), SQL (4), AWS (3), Amazon CloudWatch (3), out of 5 postings in the last 12 months.

Is the Circadia Health tech stack changing?

Yes. Time Series Forecasting, Pytest, Wi-Fi first appeared in Circadia Health job postings in the last six months.

How modern is the Circadia Health tech stack?

Circadia Health scores 82 out of 100 (Cutting-edge). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 2; legacy ones: 0.

How does Alion know the Circadia Health tech stack?

Alion reads every job posting Circadia Health publishes and tags the technologies each one names. The figures on this page count the 16 postings of the last 12 months and were updated on Oct 17, 2026.

Method and citation

Alion reads every job posting the company publishes and tags the technologies each one names. Shares count the postings of the last 12 months, open and closed; the company's own products are counted apart. How we count

Alion, "Circadia Health tech stack: 46 technologies from 16 job postings", as of Oct 17, 2026. https://alion.io/company/circadiahealth/technologies

Licence: CC BY-SA 4.0JSON