MakerMaker
AI Agents · AI Research Labs

MakerMaker tech stack

MakerMaker builds mostly with Python, C++. Its stack also includes PyTorch, Kubernetes, CUDA. PyTorch is named in 6 of the 9 job postings MakerMaker published in the last 12 months (67%). Counted by Alion from the job postings of MakerMaker, updated Nov 12, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 12, 2026
Technologies in use
31
Postings analysed
9
Open now
8
Modernity
56 /100

What programming languages does MakerMaker use?

Python is named in 44% of job postings at MakerMaker, followed by C++ (22%).

Python 4 44% required in 100% · 4 open now · since May 2026
C++ 2 22% required in 100% · 2 open now · since May 2026

What frameworks and libraries does MakerMaker use?

PyTorch is named in 67% of job postings at MakerMaker, followed by CUDA (22%), JAX (22%), ROCm (22%).

PyTorch 6 67% required in 100% · 5 open now · since May 2026
CUDA 2 22% required in 100% · 2 open now · since May 2026
JAX 2 22% required in 100% · 2 open now · since May 2026
ROCm 2 22% required in 100% · 2 open now · since May 2026
Ray 2 22% required in 100% · 2 open now · since May 2026
Triton 2 22% required in 100% · 2 open now · since May 2026
NCCL 2 22% optional · 2 open now · since May 2026

What cloud and platforms does MakerMaker use?

Kubernetes is named in 22% of job postings at MakerMaker.

Kubernetes 2 22% required in 100% · 2 open now · since May 2026

What developer tools does MakerMaker use?

SLURM is named in 22% of job postings at MakerMaker, followed by TPU (11%).

SLURM 2 22% required in 100% · 2 open now · since May 2026
TPU 1 11% optional · 1 open now · since Oct 2026

Which engineering practices does MakerMaker ask for?

Multi-Agent Systems is named in 89% of job postings at MakerMaker, followed by Machine Learning (89%), Post-training (33%), SFT (33%).

Multi-Agent Systems 8 89% required in 25% · 8 open now · since May 2026
Machine Learning 8 89% required in 13% · 8 open now · since May 2026
Post-training 3 33% required in 100% · 2 open now · since May 2026
SFT 3 33% required in 67% · 2 open now · since May 2026
AI Agents 2 22% required in 100% · 2 open now · since May 2026
DPO 2 22% required in 100% · 1 open now · since May 2026
Mixture of Experts 2 22% required in 100% · 2 open now · since May 2026
Quantization 2 22% required in 100% · 2 open now · since May 2026
Show all (19)
RLAIF2
RLHF2
Reinforcement Learning2
Reward Modeling2
Function Calling2
Synthetic Data2
Fine-tuning1
Knowledge Distillation1
Model Distillation1
Speculative Decoding1
Chain-of-Thought1

What does each MakerMaker team work with?

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

AI/ML

8 postings
PyTorch6
Python3
JAX2
Kubernetes2
Ray2
SLURM2

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How modern is the MakerMaker stack?

Modern 56/100

MakerMaker scores 56 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How common is the MakerMaker stack in its industry?

Share of the 1,685 companies in the same industries, whose stack Alion knows, that use each technology.

PyTorch18%
Python66%
C++12%
CUDA5%
JAX5%
Kubernetes38%
NCCL2%
ROCm0%
Ray4%
Triton4%

Questions about the MakerMaker tech stack

What programming languages does MakerMaker use?

The languages named in MakerMaker job postings are Python (44%), C++ (22%), as a share of the 9 postings of the last 12 months.

Does MakerMaker use PyTorch?

Yes. PyTorch is named in 6 of 9 job postings (67%) and required in 6 of them.

What cloud and platforms does MakerMaker use?

The cloud and platforms named in MakerMaker job postings are Kubernetes (2) (postings in brackets).

What skills do you need for a AI/ML job at MakerMaker?

AI/ML postings at MakerMaker most often require PyTorch (6), Python (3), JAX (2), Kubernetes (2), out of 8 postings in the last 12 months.

Is the MakerMaker tech stack changing?

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

How modern is the MakerMaker tech stack?

MakerMaker scores 56 out of 100 (Modern). The score averages how current each technology in the stack is and adds weight for AI adoption. AI technologies in the stack: 0; legacy ones: 0.

How does Alion know the MakerMaker tech stack?

Alion reads every job posting MakerMaker publishes and tags the technologies each one names. The figures on this page count the 9 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, "MakerMaker tech stack: 31 technologies from 9 job postings", as of Nov 12, 2026. https://alion.io/company/maker-maker-ai/technologies

Licence: CC BY-SA 4.0JSON