Magic tech stack

Magic builds mostly with Python, C++, Go, Kotlin. Its stack also includes Linux, Unix. Python is named in 2 of the 4 job postings Magic published in the last 12 months (50%). Counted by Alion from the job postings of Magic, updated Oct 18, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 18, 2026
Technologies in use
14
Postings analysed
4
Open now
4
Modernity
79 /100
New in 6 months
1

What programming languages does Magic use?

Python is named in 50% of job postings at Magic, followed by C++ (25%), Go (25%), Kotlin (25%).

Python 2 50% required in 50% · 2 open now · since Aug 2026
C++ 1 25% required in 100% · 1 open now · since Aug 2026
Go 1 25% required in 100% · 1 open now · since Aug 2026
Kotlin 1 25% required in 100% · 1 open now · since Aug 2026
Rust 1 25% required in 100% · 1 open now · since Aug 2026
TypeScript 1 25% required in 100% · 1 open now · since Aug 2026

What cloud and platforms does Magic use?

Linux is named in 25% of job postings at Magic, followed by Unix (25%).

Linux 1 25% required in 100% · 1 open now · since Aug 2026
Unix 1 25% required in 100% · 1 open now · since Aug 2026

What AI and ML technologies does Magic use?

LLM is named in 25% of job postings at Magic.

LLM 1 25% required in 100% · 1 open now · since Aug 2026

Which engineering practices does Magic ask for?

Pre-training is named in 100% of job postings at Magic, followed by CI/CD (25%), KV Cache (25%), LLM Guardrails (25%).

Pre-training 4 100% required in 100% · 4 open now · since Jan 2024
CI/CD 1 25% required in 100% · 1 open now · since Aug 2026
KV Cache 1 25% required in 100% · 1 open now · since Feb 2026
LLM Guardrails 1 25% required in 100% · 1 open now · since Aug 2026
Post-training 1 25% required in 100% · 1 open now · since Jan 2024

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How is the Magic 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
PythonAug 2026

How modern is the Magic stack?

Cutting-edge AI adopter 79/100

Magic scores 79 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 Magic stack in its industry?

Share of the 64 companies in the same industries, whose stack Alion knows, that use each technology.

Python55%
C++22%
Go33%
Kotlin20%
LLM48%
Linux30%
Rust22%
TypeScript52%
Unix5%

Questions about the Magic tech stack

What programming languages does Magic use?

The languages named in Magic job postings are Python (50%), C++ (25%), Go (25%), Kotlin (25%), Rust (25%), as a share of the 4 postings of the last 12 months.

What cloud and platforms does Magic use?

The cloud and platforms named in Magic job postings are Linux (1), Unix (1) (postings in brackets).

Is the Magic tech stack changing?

Yes. Python first appeared in Magic job postings in the last six months.

How modern is the Magic tech stack?

Magic scores 79 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 Magic tech stack?

Alion reads every job posting Magic publishes and tags the technologies each one names. The figures on this page count the 4 postings of the last 12 months and were updated on Oct 18, 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, "Magic tech stack: 14 technologies from 4 job postings", as of Oct 18, 2026. https://alion.io/company/magic-dev/technologies

Licence: CC BY-SA 4.0JSON