Joyful Health tech stack

Joyful Health builds mostly with Python, TypeScript, JavaScript. Its stack also includes GitHub Actions, Amazon EKS, PostgreSQL, FastAPI. Python is named in 5 of the 7 job postings Joyful Health published in the last 12 months (71%). Counted by Alion from the job postings of Joyful Health, updated Oct 13, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 13, 2026
Technologies in use
34
Postings analysed
7
Open now
7
Modernity
85 /100

What programming languages does Joyful Health use?

Python is named in 71% of job postings at Joyful Health, followed by TypeScript (14%), JavaScript (14%).

Python 5 71% required in 20% · 5 open now · since Feb 2026
TypeScript 1 14% required in 100% · 1 open now · since Feb 2026
JavaScript 1 14% optional · 1 open now · since Feb 2026

What frameworks and libraries does Joyful Health use?

FastAPI is named in 14% of job postings at Joyful Health, followed by JAX (14%), PyTorch (14%), React.js (14%).

FastAPI 1 14% required in 100% · 1 open now · since Feb 2026
JAX 1 14% required in 100% · 1 open now · since Feb 2026
PyTorch 1 14% required in 100% · 1 open now · since Feb 2026
React.js 1 14% required in 100% · 1 open now · since Feb 2026
TensorFlow 1 14% required in 100% · 1 open now · since Feb 2026

What databases does Joyful Health use?

PostgreSQL is named in 14% of job postings at Joyful Health.

PostgreSQL 1 14% required in 100% · 1 open now · since Feb 2026

What cloud and platforms does Joyful Health use?

GitHub Actions is named in 57% of job postings at Joyful Health, followed by Amazon EKS (14%), Google GKE (14%), Kubernetes (14%).

GitHub Actions 4 57% required in 25% · 4 open now · since Feb 2026
Amazon EKS 1 14% required in 100% · 1 open now · since Feb 2026
Google GKE 1 14% required in 100% · 1 open now · since Feb 2026
Kubernetes 1 14% required in 100% · 1 open now · since Feb 2026
AWS 1 14% optional · 1 open now · since Feb 2026
GCP 1 14% optional · 1 open now · since Feb 2026

What developer tools does Joyful Health use?

Copilot is named in 14% of job postings at Joyful Health, followed by Terraform (14%), Git (14%).

Copilot 1 14% required in 100% · 1 open now · since Feb 2026
Terraform 1 14% required in 100% · 1 open now · since Feb 2026
Git 1 14% optional · 1 open now · since Feb 2026

What AI and ML technologies does Joyful Health use?

Claude is named in 14% of job postings at Joyful Health, followed by LLM (14%).

Claude 1 14% required in 100% · 1 open now · since Jul 2026
LLM 1 14% required in 100% · 1 open now · since Feb 2026

Which engineering practices does Joyful Health ask for?

CI/CD is named in 57% of job postings at Joyful Health, followed by AI Agents (29%), Fine-tuning (14%), Human-in-the-Loop (14%).

CI/CD 4 57% required in 25% · 4 open now · since Feb 2026
AI Agents 2 29% required in 100% · 2 open now · since Feb 2026
Fine-tuning 1 14% required in 100% · 1 open now · since Feb 2026
Human-in-the-Loop 1 14% required in 100% · 1 open now · since Jun 2026
IAM 1 14% required in 100% · 1 open now · since Feb 2026
Machine Learning 1 14% required in 100% · 1 open now · since Feb 2026
Multi-Agent Systems 1 14% required in 100% · 1 open now · since Feb 2026
Platform Engineering 1 14% required in 100% · 1 open now · since Feb 2026
Show all (14)
Prompt Engineering1
RAG1
Service Mesh1
A/B Testing1
Semantic Search1
Semantic Search1

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How is the Joyful 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.

Not named for 6 months
PythonFeb 2026
CI/CDFeb 2026
GitHub ActionsFeb 2026
AI AgentsFeb 2026

How modern is the Joyful Health stack?

Cutting-edge AI adopter 85/100

Joyful Health scores 85 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 Joyful Health stack in its industry?

Share of the 1,965 companies in the same industries, whose stack Alion knows, that use each technology.

Python32%
GitHub Actions7%
AWS25%
Amazon EKS4%
Claude11%
FastAPI4%
GCP20%
Google GKE1%
JAX1%
JavaScript23%

Questions about the Joyful Health tech stack

What programming languages does Joyful Health use?

The languages named in Joyful Health job postings are Python (71%), TypeScript (14%), JavaScript (14%), as a share of the 7 postings of the last 12 months.

Does Joyful Health use GitHub Actions?

Yes. GitHub Actions is named in 4 of 7 job postings (57%) and required in 1 of them.

What cloud and platforms does Joyful Health use?

The cloud and platforms named in Joyful Health job postings are GitHub Actions (4), Amazon EKS (1), Google GKE (1) (postings in brackets).

Is the Joyful Health tech stack changing?

No new technology has appeared in Joyful Health job postings in the last six months.

How modern is the Joyful Health tech stack?

Joyful Health scores 85 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 Joyful Health tech stack?

Alion reads every job posting Joyful Health publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 13, 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, "Joyful Health tech stack: 34 technologies from 7 job postings", as of Oct 13, 2026. https://alion.io/company/joyfulhealth/technologies

Licence: CC BY-SA 4.0JSON