Carelon tech stack

Carelon builds mostly with Python, SQL, Rust, Go. Its stack also includes AWS, GCP, PyTorch, Scikit-learn. Python is named in 3 of the 3 job postings Carelon published in the last 12 months (100%). Counted by Alion from the job postings of Carelon, updated Oct 8, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 8, 2026
Technologies in use
53
Postings analysed
3
Open now
1
Modernity
77 /100

What programming languages does Carelon use?

Python is named in 100% of job postings at Carelon, followed by SQL (100%), Rust (67%), Go (33%).

Python 3 100% required in 67% · 1 open now · since Aug 2026
SQL 3 100% required in 67% · 1 open now · since Aug 2026
Rust 2 67% required in 50% · 1 open now · since Aug 2026
Go 1 33% optional · since Aug 2026

What frameworks and libraries does Carelon use?

PyTorch is named in 100% of job postings at Carelon, followed by Scikit-learn (100%), TensorFlow (100%), Transformers (100%).

PyTorch 3 100% required in 67% · 1 open now · since Aug 2026
Scikit-learn 3 100% required in 67% · 1 open now · since Aug 2026
TensorFlow 3 100% required in 67% · 1 open now · since Aug 2026
Transformers 3 100% required in 67% · 1 open now · since Aug 2026
FastAPI 2 67% required in 50% · 1 open now · since Aug 2026
LangChain 2 67% required in 50% · 1 open now · since Aug 2026
NumPy 2 67% required in 50% · 1 open now · since Aug 2026
Pandas 2 67% required in 50% · 1 open now · since Aug 2026
Show all (12)
Keras1
Matplotlib1
Plotly1
Seaborn1

What cloud and platforms does Carelon use?

AWS is named in 100% of job postings at Carelon, followed by GCP (100%), Hugging Face (100%), MLFlow (67%).

AWS 3 100% required in 67% · 1 open now · since Aug 2026
GCP 3 100% required in 67% · 1 open now · since Aug 2026
Hugging Face 3 100% required in 67% · 1 open now · since Aug 2026
MLFlow 2 67% required in 100% · since Aug 2026
Azure 2 67% required in 50% · 1 open now · since Aug 2026
Spark 2 67% required in 50% · since Aug 2026
vLLM 2 67% required in 50% · 1 open now · since Aug 2026
GitHub Actions 1 33% required in 100% · since Aug 2026
Show all (10)
Kubernetes1
TorchServe1

What developer tools does Carelon use?

DVC is named in 67% of job postings at Carelon, followed by CloudFormation (33%), Git (33%), Jenkins (33%).

DVC 2 67% required in 100% · since Aug 2026
CloudFormation 1 33% required in 100% · since Aug 2026
Git 1 33% required in 100% · since Aug 2026
Jenkins 1 33% required in 100% · since Aug 2026
Pulumi 1 33% required in 100% · since Aug 2026
Rest API 1 33% required in 100% · since Aug 2026
Terraform 1 33% required in 100% · since Aug 2026
gRPC 1 33% required in 100% · since Aug 2026
Show all (9)
Helm1

What AI and ML technologies does Carelon use?

LLM is named in 100% of job postings at Carelon.

LLM 3 100% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Carelon ask for?

A/B Testing is named in 100% of job postings at Carelon, followed by Fine-tuning (100%), Knowledge Distillation (100%), Machine Learning (100%).

A/B Testing 3 100% required in 100% · 1 open now · since Aug 2026
Fine-tuning 3 100% required in 100% · 1 open now · since Aug 2026
Knowledge Distillation 3 100% required in 100% · 1 open now · since Aug 2026
Machine Learning 3 100% required in 100% · 1 open now · since Aug 2026
Model Distillation 3 100% required in 100% · 1 open now · since Aug 2026
Prompt Engineering 3 100% required in 100% · 1 open now · since Aug 2026
Quantization 3 100% required in 100% · 1 open now · since Aug 2026
Sentiment Analysis 3 100% required in 100% · 1 open now · since Aug 2026
Show all (17)
Semantic Search3
Semantic Search3
CI/CD2
RAG2
Recommender Systems2
Computer Vision1
Embeddings1
NLP1
Service Mesh1

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How modern is the Carelon stack?

Cutting-edge AI adopter 77/100

Carelon scores 77 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 Carelon stack in its industry?

Share of the 307 companies in the same industries, whose stack Alion knows, that use each technology.

AWS44%
GCP24%
Hugging Face5%
LLM33%
PyTorch10%
Python51%
SQL51%
Scikit-learn8%
TensorFlow7%
Transformers4%

What sets Carelon apart

Transformers4%

Questions about the Carelon tech stack

What programming languages does Carelon use?

The languages named in Carelon job postings are Python (100%), SQL (100%), Rust (67%), Go (33%), as a share of the 3 postings of the last 12 months.

Does Carelon use PyTorch?

Yes. PyTorch is named in 3 of 3 job postings (100%) and required in 2 of them.

What cloud and platforms does Carelon use?

The cloud and platforms named in Carelon job postings are AWS (3), GCP (3), Hugging Face (3) (postings in brackets).

Is the Carelon tech stack changing?

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

How modern is the Carelon tech stack?

Carelon scores 77 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 Carelon tech stack?

Alion reads every job posting Carelon publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 8, 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, "Carelon tech stack: 53 technologies from 3 job postings", as of Oct 8, 2026. https://alion.io/company/carelon/technologies

Licence: CC BY-SA 4.0JSON