MiniMax tech stack
MiniMax builds mostly with Python, C++, Java, JavaScript. Its stack also includes Kubernetes, Linux, NCCL, PyTorch. Python is named in 23 of the 65 job postings MiniMax published in the last 12 months (35%). Counted by Alion from the job postings of MiniMax, updated Sep 30, 2026.
What programming languages does MiniMax use?
Python is named in 35% of job postings at MiniMax, followed by C++ (25%), Java (15%), JavaScript (11%).
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What frameworks and libraries does MiniMax use?
NCCL is named in 11% of job postings at MiniMax, followed by PyTorch (9%), DeepSpeed (6%), Megatron-LM (6%).
PyTorch
6 9%
DeepSpeed
4 6%
React.js
4 6%
Next.js
3 5%
SGLang
3 5%
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What databases does MiniMax use?
MySQL is named in 5% of job postings at MiniMax, followed by Redis (5%), ClickHouse (2%), PostgreSQL (2%).
What cloud and platforms does MiniMax use?
Kubernetes is named in 18% of job postings at MiniMax, followed by Linux (11%), vLLM (8%), GitHub (6%).
Kubernetes
12 18%
vLLM
5 8%
GitHub
4 6%
Apache Kafka
2 3%
CUDA Toolkit
2 3%
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What developer tools does MiniMax use?
Model Context Protocol is named in 6% of job postings at MiniMax, followed by TensorRT (5%), Docker (3%), InfiniBand (3%).
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What AI and ML technologies does MiniMax use?
LLM is named in 25% of job postings at MiniMax, followed by ChatGPT (5%), Midjourney (3%), Claude (2%).
HunyuanVideo 
Which engineering practices does MiniMax ask for?
AI Agents is named in 20% of job postings at MiniMax, followed by SLI/SLO/SLA (12%), CI/CD (6%), KV Cache (6%).
AI Agents
13 20%
SLI/SLO/SLA
8 12%
CI/CD
4 6%
NLP
3 5%
eBPF
3 5%
Function Calling
2 3%
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What does each MiniMax team work with?
The technologies each team's postings require most often, with the number of postings that require them.
AI/ML
19 postingsDevOps
11 postingsBackend
8 postingsHR
7 postingsFrontend
6 postingsHow does your stack fit MiniMax?
How is the MiniMax 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.
How modern is the MiniMax stack?
MiniMax 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: 6; legacy ones: 0.
How common is the MiniMax stack in its industry?
Share of the 591 companies in the same industries, whose stack Alion knows, that use each technology.
What sets MiniMax apart
MiniMax products in its job postings
Postings at MiniMax name its own products. They describe what the company makes, so they are left out of the stack above.
Companies with a stack like MiniMax
Questions about the MiniMax tech stack
What programming languages does MiniMax use?
The languages named in MiniMax job postings are Python (35%), C++ (25%), Java (15%), JavaScript (11%), Go (8%), as a share of the 65 postings of the last 12 months.
Does MiniMax use NCCL?
Yes. NCCL is named in 7 of 65 job postings (11%) and required in 7 of them.
What cloud and platforms does MiniMax use?
The cloud and platforms named in MiniMax job postings are Kubernetes (12), Linux (7), vLLM (5) (postings in brackets).
What skills do you need for a AI/ML job at MiniMax?
AI/ML postings at MiniMax most often require LLM (6), Python (6), PyTorch (5), C++ (3), out of 19 postings in the last 12 months.
Is the MiniMax tech stack changing?
Yes. Pre-training, Hugging Face, Speculative Decoding, NLP first appeared in MiniMax job postings in the last six months.
How modern is the MiniMax tech stack?
MiniMax 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: 6; legacy ones: 0.
How does Alion know the MiniMax tech stack?
Alion reads every job posting MiniMax publishes and tags the technologies each one names. The figures on this page count the 65 postings of the last 12 months and were updated on Sep 30, 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, "MiniMax tech stack: 117 technologies from 65 job postings", as of Sep 30, 2026. https://alion.io/company/minimax/technologies