Magnit tech stack
Magnit builds mostly with SQL, Python, 1C, C++. Its stack also includes Linux, Windows, PostgreSQL, ClickHouse. SQL is named in 40 of the 122 job postings Magnit published in the last 12 months (33%). Counted by Alion from the job postings of Magnit, updated Nov 12, 2026.
What programming languages does Magnit use?
SQL is named in 33% of job postings at Magnit, followed by Python (30%), 1C (24%), C++ (2%).
1C 
Show all (13)
What frameworks and libraries does Magnit use?
FastAPI is named in 3% of job postings at Magnit, followed by NumPy (3%), PyTorch (2%), Scikit-learn (2%).
FastAPI
4 3%
NumPy
4 3%
PyTorch
3 2%
Scikit-learn
3 2%
CatBoost
2 2%
SGLang
2 2%
STL
2 2%
Hadoop
2 2%
Show all (41)
And 1 more, each named in fewer postings.
What databases does Magnit use?
PostgreSQL is named in 12% of job postings at Magnit, followed by ClickHouse (9%), MS SQL (4%), Trino (4%).
PostgreSQL
15 12%
ClickHouse
11 9%
MS SQL
5 4%
Trino
5 4%
Greenplum
4 3%
Redis
4 3%
Teradata
3 2%
MySQL
2 2%
Show all (13)
What cloud and platforms does Magnit use?
Linux is named in 18% of job postings at Magnit, followed by Windows (17%), Apache Kafka (8%), Amazon S3 (8%).
Apache Kafka
10 8%
Grafana
9 7%
Power BI
9 7%
Kubernetes
8 7%
Show all (30)
What developer tools does Magnit use?
Docker is named in 7% of job postings at Magnit, followed by Git (6%), Prometheus (6%), Microsoft Excel (5%).
Docker
9 7%
Git
7 6%
Prometheus
7 6%
Rest API
4 3%
gRPC
4 3%
Helm
4 3%
Terraform
4 3%
Show all (46)
And 6 more, each named in fewer postings.
What AI and ML technologies does Magnit use?
LLM is named in 6% of job postings at Magnit, followed by ChatGPT (1%), Kling (1%), Midjourney (1%).
Which engineering practices does Magnit ask for?
CI/CD is named in 7% of job postings at Magnit, followed by AI Agents (7%), Machine Learning (6%), RAG (5%).
CI/CD
8 7%
AI Agents
8 7%
RAG
6 5%
NLP
3 2%
Clean Architecture
2 2%
Show all (29)
What does each Magnit team work with?
The technologies each team's postings require most often, with the number of postings that require them.
Analytics
24 postingsDevOps
16 postingsField & Service
13 postingsAI/ML
11 postingsHow does your stack fit Magnit?
How much does Magnit pay by technology?
Median stated pay of the postings that name each technology, against the median of all Magnit postings with stated pay: $15k across 40 postings.
| Technology | Postings with pay | Median | vs company median |
|---|---|---|---|
| Windows | 16 | $15k | +1% |
| 1C | 13 | $11k | −26% |
| Linux | 12 | $16k | +8% |
| SQL | 6 | $30k | +103% |
How modern is the Magnit stack?
Magnit scores 83 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: 5; legacy ones: 0.
How common is the Magnit stack in its industry?
Share of the 2,326 companies in the same industries, whose stack Alion knows, that use each technology.
What sets Magnit apart
Companies with a stack like Magnit
Questions about the Magnit tech stack
What programming languages does Magnit use?
The languages named in Magnit job postings are SQL (33%), Python (30%), 1C (24%), C++ (2%), Java (2%), as a share of the 122 postings of the last 12 months.
Does Magnit use FastAPI?
Yes. FastAPI is named in 4 of 122 job postings (3%) and required in 3 of them.
What cloud and platforms does Magnit use?
The cloud and platforms named in Magnit job postings are Linux (22), Windows (21), Apache Kafka (10) (postings in brackets).
What skills do you need for a Analytics job at Magnit?
Analytics postings at Magnit most often require SQL (16), Python (11), Superset (5), Power BI (4), out of 24 postings in the last 12 months.
Is the Magnit tech stack changing?
No new technology has appeared in Magnit job postings in the last six months.
How modern is the Magnit tech stack?
Magnit scores 83 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: 5; legacy ones: 0.
How does Alion know the Magnit tech stack?
Alion reads every job posting Magnit publishes and tags the technologies each one names. The figures on this page count the 122 postings of the last 12 months and were updated on Nov 12, 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, "Magnit tech stack: 177 technologies from 122 job postings", as of Nov 12, 2026. https://alion.io/company/magnit/technologies