Newton School tech stack

Newton School builds mostly with Python, C++, Java, SQL. Its stack also includes AWS, Azure, Instructor, Transformers. Python is named in 10 of the 11 job postings Newton School published in the last 12 months (91%). Counted by Alion from the job postings of Newton School, updated Sep 26, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 26, 2026
Technologies in use
63
Postings analysed
11
Open now
10
Modernity
93 /100

What programming languages does Newton School use?

Python is named in 91% of job postings at Newton School, followed by C++ (45%), Java (45%), SQL (45%).

Python 10 91% required in 90% · 9 open now · since Jul 2026
C++ 5 45% required in 100% · 5 open now · since Jul 2026
Java 5 45% required in 100% · 5 open now · since Jul 2026
SQL 5 45% required in 60% · 4 open now · since Jul 2026
Go 1 9% required in 100% · 1 open now · since Sep 2026
Node JS 1 9% required in 100% · 1 open now · since Sep 2026
JavaScript 1 9% optional · 1 open now · since Sep 2026

What frameworks and libraries does Newton School use?

Instructor is named in 18% of job postings at Newton School, followed by Transformers (18%), AutoGen (9%), Django (9%).

Instructor 2 18% required in 100% · 2 open now · since Jul 2026
Transformers 2 18% required in 50% · 1 open now · since Jul 2026
AutoGen 1 9% required in 100% · 1 open now · since Sep 2026
Django 1 9% required in 100% · 1 open now · since Sep 2026
FastAPI 1 9% required in 100% · 1 open now · since Sep 2026
Flask 1 9% required in 100% · 1 open now · since Sep 2026
LangChain 1 9% required in 100% · 1 open now · since Sep 2026
LlamaIndex 1 9% required in 100% · 1 open now · since Sep 2026
Show all (17)
NumPy1
Pandas1
PyTorch1
Scikit-learn1
TensorFlow1
BentoML1
DeepEval1
LangGraph1
Ragas1

What databases does Newton School use?

Chroma is named in 9% of job postings at Newton School, followed by Milvus (9%), MySQL (9%), Pinecone (9%).

Chroma 1 9% required in 100% · 1 open now · since Sep 2026
Milvus 1 9% required in 100% · 1 open now · since Sep 2026
MySQL 1 9% required in 100% · 1 open now · since Sep 2026
Pinecone 1 9% required in 100% · 1 open now · since Sep 2026
PostgreSQL 1 9% required in 100% · 1 open now · since Sep 2026
Qdrant 1 9% required in 100% · 1 open now · since Sep 2026
Weaviate 1 9% required in 100% · 1 open now · since Sep 2026

What cloud and platforms does Newton School use?

AWS is named in 27% of job postings at Newton School, followed by Azure (27%), GCP (27%), Looker (18%).

AWS 3 27% required in 33% · 2 open now · since Jul 2026
Azure 3 27% required in 33% · 2 open now · since Jul 2026
GCP 3 27% required in 33% · 2 open now · since Jul 2026
Looker 2 18% required in 50% · 2 open now · since Aug 2026
Power BI 2 18% required in 50% · 2 open now · since Aug 2026
Tableau 2 18% required in 50% · 2 open now · since Aug 2026
Anthropic 1 9% required in 100% · 1 open now · since Sep 2026
Hugging Face 1 9% required in 100% · 1 open now · since Sep 2026
Show all (16)
OpenAI1
AWS Bedrock1
Amazon SageMaker1
Kubernetes1
MLFlow1
Vertex AI1
Weights & Biases1
vLLM1

What developer tools does Newton School use?

Git is named in 27% of job postings at Newton School, followed by Docker (27%), Rest API (9%).

Git 3 27% required in 100% · 2 open now · since Jul 2026
Docker 3 27% required in 67% · 2 open now · since Jul 2026
Rest API 1 9% required in 100% · 1 open now · since Sep 2026

What AI and ML technologies does Newton School use?

LLM is named in 9% of job postings at Newton School, followed by LoRA (9%), PEFT (9%), QLoRA (9%).

LLM 1 9% required in 100% · 1 open now · since Sep 2026
LoRA 1 9% optional · 1 open now · since Sep 2026
PEFT 1 9% optional · 1 open now · since Sep 2026
QLoRA 1 9% optional · 1 open now · since Sep 2026

Which engineering practices does Newton School ask for?

Machine Learning is named in 27% of job postings at Newton School, followed by LLM Guardrails (9%), NLP (9%), Quantization (9%).

Machine Learning 3 27% required in 67% · 2 open now · since Jul 2026
LLM Guardrails 1 9% required in 100% · 1 open now · since Sep 2026
NLP 1 9% required in 100% · since Jul 2026
Quantization 1 9% required in 100% · 1 open now · since Sep 2026
RAG 1 9% required in 100% · 1 open now · since Sep 2026
CI/CD 1 9% optional · 1 open now · since Sep 2026
Edge AI 1 9% optional · 1 open now · since Sep 2026
Fine-tuning 1 9% optional · 1 open now · since Sep 2026
Show all (9)
Time Series Forecasting1

What does each Newton School team work with?

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

Education

3 postings
Python3
C++2
Instructor2
Java2

Backend

3 postings
C++3
Java3
Python3

Analytics

3 postings
Python2
SQL2

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How modern is the Newton School stack?

Cutting-edge AI adopter 93/100

Newton School scores 93 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 Newton School stack in its industry?

Share of the 196 companies in the same industries, whose stack Alion knows, that use each technology.

Python53%
C++10%
Java16%
SQL43%
AWS34%
Azure21%
GCP20%
Instructor3%
Looker7%
Power BI15%

Questions about the Newton School tech stack

What programming languages does Newton School use?

The languages named in Newton School job postings are Python (91%), C++ (45%), Java (45%), SQL (45%), Go (9%), as a share of the 11 postings of the last 12 months.

Does Newton School use Instructor?

Yes. Instructor is named in 2 of 11 job postings (18%) and required in 2 of them.

What cloud and platforms does Newton School use?

The cloud and platforms named in Newton School job postings are AWS (3), Azure (3), GCP (3) (postings in brackets).

What skills do you need for a Education job at Newton School?

Education postings at Newton School most often require Python (3), C++ (2), Instructor (2), Java (2), out of 3 postings in the last 12 months.

Is the Newton School tech stack changing?

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

How modern is the Newton School tech stack?

Newton School scores 93 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 Newton School tech stack?

Alion reads every job posting Newton School publishes and tags the technologies each one names. The figures on this page count the 11 postings of the last 12 months and were updated on Sep 26, 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, "Newton School tech stack: 63 technologies from 11 job postings", as of Sep 26, 2026. https://alion.io/company/newton-school/technologies

Licence: CC BY-SA 4.0JSON