Cambium Learning Group tech stack

Cambium Learning Group builds mostly with SQL, Python, C++, Java. Its stack also includes AWS, Amazon ECS, MySQL, ONNX Runtime. AWS is named in 3 of the 5 job postings Cambium Learning Group published in the last 12 months (60%). Counted by Alion from the job postings of Cambium Learning Group, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
41
Postings analysed
5
Open now
5
Modernity
88 /100
New in 6 months
4

What programming languages does Cambium Learning Group use?

SQL is named in 40% of job postings at Cambium Learning Group, followed by Python (40%), C++ (20%), Java (20%).

SQL 2 40% required in 100% · 2 open now · since Jun 2022
Python 2 40% required in 50% · 2 open now · since Jun 2022
C++ 1 20% required in 100% · 1 open now · since Oct 2026
Java 1 20% required in 100% · 1 open now · since Oct 2026
PHP 1 20% optional · 1 open now · since Oct 2026
PowerShell 1 20% optional · 1 open now · since Aug 2026
YARA 1 20% optional · 1 open now · since Aug 2026

What frameworks and libraries does Cambium Learning Group use?

ONNX Runtime is named in 20% of job postings at Cambium Learning Group, followed by PyTorch (20%), Scikit-learn (20%), TensorFlow (20%).

ONNX Runtime 1 20% required in 100% · 1 open now · since Oct 2026
PyTorch 1 20% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 20% required in 100% · 1 open now · since Oct 2026
TensorFlow 1 20% required in 100% · 1 open now · since Oct 2026
TensorFlow C++ 1 20% required in 100% · 1 open now · since Oct 2026

What databases does Cambium Learning Group use?

MySQL is named in 20% of job postings at Cambium Learning Group.

MySQL 1 20% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Cambium Learning Group use?

AWS is named in 60% of job postings at Cambium Learning Group, followed by Amazon ECS (40%), AWS Lambda (20%), Amazon EC2 (20%).

AWS 3 60% required in 67% · 3 open now · since Jul 2025
Amazon ECS 2 40% required in 100% · 2 open now · since Oct 2026
AWS Lambda 1 20% required in 100% · 1 open now · since Oct 2026
Amazon EC2 1 20% required in 100% · 1 open now · since Oct 2026
Amazon EKS 1 20% required in 100% · 1 open now · since Oct 2026
Amazon SageMaker 1 20% required in 100% · 1 open now · since Oct 2026
Kubernetes 1 20% required in 100% · 1 open now · since Oct 2026
SIEM 1 20% required in 100% · 1 open now · since Aug 2026
Show all (9)
Windows1

What developer tools does Cambium Learning Group use?

Docker is named in 40% of job postings at Cambium Learning Group, followed by ONNX (20%), CloudFormation (20%), Terraform (20%).

Docker 2 40% required in 100% · 2 open now · since Oct 2026
ONNX 1 20% required in 100% · 1 open now · since Oct 2026
CloudFormation 1 20% optional · 1 open now · since Oct 2026
Terraform 1 20% optional · 1 open now · since Oct 2026
YARA 1 20% optional · 1 open now · since Aug 2026

What AI and ML technologies does Cambium Learning Group use?

Flash Attention is named in 20% of job postings at Cambium Learning Group, followed by LoRA (20%), PEFT (20%), QLoRA (20%).

Flash Attention 1 20% required in 100% · 1 open now · since Oct 2026
LoRA 1 20% optional · 1 open now · since Oct 2026
PEFT 1 20% optional · 1 open now · since Oct 2026
QLoRA 1 20% optional · 1 open now · since Oct 2026

Which engineering practices does Cambium Learning Group ask for?

Machine Learning is named in 40% of job postings at Cambium Learning Group, followed by AI Agents (40%), CI/CD (20%), LLM Guardrails (20%).

Machine Learning 2 40% required in 100% · 2 open now · since Oct 2026
AI Agents 2 40% required in 50% · 2 open now · since Oct 2026
CI/CD 1 20% required in 100% · 1 open now · since Oct 2026
LLM Guardrails 1 20% required in 100% · 1 open now · since Oct 2026
Platform Engineering 1 20% required in 100% · 1 open now · since Oct 2026
Quantization 1 20% required in 100% · 1 open now · since Oct 2026
Recommender Systems 1 20% required in 100% · 1 open now · since Oct 2026
Fine-tuning 1 20% optional · 1 open now · since Oct 2026
Show all (10)
LLMOps1
NLP1

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How is the Cambium Learning Group 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
Machine LearningOct 2026
AI AgentsOct 2026
Amazon ECSOct 2026
DockerOct 2026

How modern is the Cambium Learning Group stack?

Cutting-edge AI adopter 88/100

Cambium Learning Group scores 88 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: 4; legacy ones: 0.

How common is the Cambium Learning Group stack in its industry?

Share of the 567 companies in the same industries, whose stack Alion knows, that use each technology.

AWS33%
Amazon ECS6%
Python43%
SQL40%
AWS Lambda9%
Amazon EC25%
Amazon EKS6%
Amazon SageMaker3%
C++8%
Flash Attention0%

Questions about the Cambium Learning Group tech stack

What programming languages does Cambium Learning Group use?

The languages named in Cambium Learning Group job postings are SQL (40%), Python (40%), C++ (20%), Java (20%), PHP (20%), as a share of the 5 postings of the last 12 months.

Does Cambium Learning Group use AWS?

Yes. AWS is named in 3 of 5 job postings (60%) and required in 2 of them.

What cloud and platforms does Cambium Learning Group use?

The cloud and platforms named in Cambium Learning Group job postings are AWS (3), Amazon ECS (2), AWS Lambda (1) (postings in brackets).

Is the Cambium Learning Group tech stack changing?

Yes. Machine Learning, AI Agents, Amazon ECS, Docker first appeared in Cambium Learning Group job postings in the last six months.

How modern is the Cambium Learning Group tech stack?

Cambium Learning Group scores 88 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: 4; legacy ones: 0.

How does Alion know the Cambium Learning Group tech stack?

Alion reads every job posting Cambium Learning Group publishes and tags the technologies each one names. The figures on this page count the 5 postings of the last 12 months and were updated on Oct 28, 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, "Cambium Learning Group tech stack: 41 technologies from 5 job postings", as of Oct 28, 2026. https://alion.io/company/cambiumlearning/technologies

Licence: CC BY-SA 4.0JSON