Layer Health tech stack

Layer Health builds mostly with Python, TypeScript. Its stack also includes AWS, Azure, PyTorch, TensorFlow. LLM is named in 10 of the 10 job postings Layer Health published in the last 12 months (100%). Counted by Alion from the job postings of Layer Health, updated Oct 25, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 25, 2026
Technologies in use
23
Postings analysed
10
Open now
9
Modernity
81 /100

What programming languages does Layer Health use?

Python is named in 30% of job postings at Layer Health, followed by TypeScript (10%).

Python 3 30% required in 33% · 3 open now · since Sep 2024
TypeScript 1 10% required in 100% · 1 open now · since Sep 2026

What frameworks and libraries does Layer Health use?

PyTorch is named in 10% of job postings at Layer Health, followed by TensorFlow (10%).

PyTorch 1 10% optional · 1 open now · since Sep 2024
TensorFlow 1 10% optional · 1 open now · since Sep 2024

What cloud and platforms does Layer Health use?

AWS is named in 10% of job postings at Layer Health, followed by Azure (10%), DLP (10%), Figma (10%).

AWS 1 10% required in 100% · 1 open now · since Sep 2026
Azure 1 10% required in 100% · 1 open now · since Sep 2026
DLP 1 10% required in 100% · 1 open now · since Sep 2026
Figma 1 10% required in 100% · since Jan 2026
GCP 1 10% required in 100% · 1 open now · since Sep 2026
SIEM 1 10% required in 100% · 1 open now · since Sep 2026
Hugging Face 1 10% optional · 1 open now · since Sep 2024
MLFlow 1 10% optional · 1 open now · since Aug 2026

What developer tools does Layer Health use?

Cursor is named in 10% of job postings at Layer Health, followed by FHIR (10%), HL7 (10%), Windsurf (10%).

Cursor 1 10% required in 100% · since Jan 2026
FHIR 1 10% required in 100% · 1 open now · since May 2025
HL7 1 10% required in 100% · 1 open now · since May 2025
Windsurf 1 10% required in 100% · since Jan 2026
Docker 1 10% optional · 1 open now · since Aug 2026
dbt 1 10% optional · 1 open now · since Aug 2026

What AI and ML technologies does Layer Health use?

LLM is named in 100% of job postings at Layer Health.

LLM 10 100% required in 100% · 9 open now · since Sep 2024

Which engineering practices does Layer Health ask for?

Machine Learning is named in 100% of job postings at Layer Health, followed by NLP (20%), CI/CD (10%), IAM (10%).

Machine Learning 10 100% required in 100% · 9 open now · since Sep 2024
NLP 2 20% required in 100% · 2 open now · since Sep 2024
CI/CD 1 10% required in 100% · 1 open now · since Oct 2024
IAM 1 10% required in 100% · 1 open now · since Sep 2026

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How modern is the Layer Health stack?

Cutting-edge AI adopter 81/100

Layer Health scores 81 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: 1; legacy ones: 0.

How common is the Layer Health stack in its industry?

Share of the 358 companies in the same industries, whose stack Alion knows, that use each technology.

LLM46%
Python69%
AWS54%
Azure36%
DLP2%
Figma19%
GCP39%
Hugging Face7%
MLFlow8%
PyTorch23%

Questions about the Layer Health tech stack

What programming languages does Layer Health use?

The languages named in Layer Health job postings are Python (30%), TypeScript (10%), as a share of the 10 postings of the last 12 months.

What cloud and platforms does Layer Health use?

The cloud and platforms named in Layer Health job postings are AWS (1), Azure (1), DLP (1) (postings in brackets).

Is the Layer Health tech stack changing?

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

How modern is the Layer Health tech stack?

Layer Health scores 81 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: 1; legacy ones: 0.

How does Alion know the Layer Health tech stack?

Alion reads every job posting Layer Health publishes and tags the technologies each one names. The figures on this page count the 10 postings of the last 12 months and were updated on Oct 25, 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, "Layer Health tech stack: 23 technologies from 10 job postings", as of Oct 25, 2026. https://alion.io/company/layer-health/technologies

Licence: CC BY-SA 4.0JSON