MakinaRocks
Industrial AI

MakinaRocks tech stack

MakinaRocks builds mostly with Python, SQL, Go. Its stack also includes Kubernetes, Runway, PyTorch, LiteLLM. Kubernetes is named in 12 of the 18 job postings MakinaRocks published in the last 12 months (67%). Counted by Alion from the job postings of MakinaRocks, updated Nov 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Nov 15, 2026
Technologies in use
67
Postings analysed
18
Open now
14
Modernity
81 /100
New in 6 months
8

What programming languages does MakinaRocks use?

Python is named in 39% of job postings at MakinaRocks, followed by SQL (17%), Go (6%).

Python 7 39% required in 100% · 5 open now · since Jul 2025
SQL 3 17% required in 100% · 2 open now · since Jun 2026
Go 1 6% required in 100% · since Sep 2026

What frameworks and libraries does MakinaRocks use?

PyTorch is named in 22% of job postings at MakinaRocks, followed by LiteLLM (17%), TensorFlow (17%), Triton (11%).

PyTorch 4 22% required in 100% · 2 open now · since Dec 2025
LiteLLM 3 17% required in 100% · 3 open now · since Nov 2026
TensorFlow 3 17% required in 67% · 2 open now · since Dec 2025
Triton 2 11% required in 100% · 1 open now · since Jun 2026
Django 1 6% required in 100% · 1 open now · since Nov 2026
FastAPI 1 6% required in 100% · 1 open now · since Nov 2026
Flask 1 6% required in 100% · 1 open now · since Nov 2026
LangChain 1 6% required in 100% · since Jun 2026
Show all (15)
LangGraph1
LiteRT1
Playwright1
Scikit-learn1
Selenium1
TFLite1
XGBoost1

What databases does MakinaRocks use?

Oracle is named in 6% of job postings at MakinaRocks, followed by Qdrant (6%).

Oracle 1 6% required in 100% · 1 open now · since Nov 2026
Qdrant 1 6% required in 100% · 1 open now · since Nov 2026

What cloud and platforms does MakinaRocks use?

Kubernetes is named in 67% of job postings at MakinaRocks, followed by Runway (39%), MLFlow (22%), vLLM (22%).

Kubernetes 12 67% required in 100% · 9 open now · since May 2026
Runway 7 39% required in 100% · 6 open now · since May 2026
MLFlow 4 22% required in 100% · 3 open now · since Jun 2026
vLLM 4 22% required in 100% · 4 open now · since Sep 2026
Linux 3 17% required in 100% · 2 open now · since Jun 2026
GitHub 2 11% required in 100% · since Jun 2026
Istio 2 11% required in 100% · 1 open now · since Jun 2026
Kubeflow 2 11% required in 100% · 1 open now · since Jun 2026
Show all (17)
Langfuse2
AWS2
Azure1
GCP1
GitLab1
Hugging Face1
LDAP1
SIEM1
Vertex AI1

What developer tools does MakinaRocks use?

ArgoCD is named in 22% of job postings at MakinaRocks, followed by Docker (22%), Git (17%), Helm (17%).

ArgoCD 4 22% required in 100% · 4 open now · since Jun 2026
Docker 4 22% required in 100% · 3 open now · since Jun 2026
Git 3 17% required in 100% · 1 open now · since Jun 2026
Helm 3 17% required in 100% · 3 open now · since Jun 2026
Keycloak 3 17% required in 100% · 2 open now · since Jun 2026
Rest API 3 17% required in 100% · 2 open now · since Sep 2026
Argo Workflows 2 11% required in 100% · 2 open now · since Sep 2026
CloudFormation 1 6% required in 100% · 1 open now · since Jun 2026
Show all (14)
Gateway API1
Gitea1
Langflow1
ONNX1
Triton Inference Server1
gRPC1

What AI and ML technologies does MakinaRocks use?

LLM is named in 44% of job postings at MakinaRocks, followed by VLM (11%).

LLM 8 44% required in 100% · 7 open now · since Jul 2025
VLM 2 11% required in 100% · 1 open now · since Jul 2025

Which engineering practices does MakinaRocks ask for?

AI Agents is named in 22% of job postings at MakinaRocks, followed by LLMOps (22%), Platform Engineering (22%), RAG (17%).

AI Agents 4 22% required in 100% · 1 open now · since Jul 2025
LLMOps 4 22% required in 100% · 4 open now · since Jun 2026
Platform Engineering 4 22% required in 100% · 4 open now · since May 2026
RAG 3 17% required in 100% · 2 open now · since Jul 2025
CI/CD 2 11% required in 100% · 1 open now · since Sep 2026
GitOps 2 11% required in 100% · 2 open now · since Jun 2026
Machine Learning 2 11% required in 100% · 1 open now · since Jun 2026
Quantization 2 11% required in 100% · 2 open now · since Dec 2025
Show all (14)
Data Augmentation1
Few-Shot Learning1
Fine-tuning1
IAM1
Post-training1
Reinforcement Learning1

What does each MakinaRocks team work with?

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

Solutions

7 postings
Kubernetes5
LLM3
PyTorch3
ArgoCD2
Linux2
MLFlow2

AI/ML

3 postings
LLM2
Python2

Backend

3 postings
Keycloak3
Kubernetes3
Istio2
Python2
Rest API2
Runway2

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How is the MakinaRocks 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
LiteLLMNov 2026
LangfuseNov 2026
vLLMSep 2026
Argo WorkflowsSep 2026
CI/CDSep 2026
Rest APISep 2026
ArgoCDJun 2026
LLMOpsJun 2026

How modern is the MakinaRocks stack?

Cutting-edge AI adopter 81/100

MakinaRocks scores 81 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: 2; legacy ones: 0.

How common is the MakinaRocks stack in its industry?

Share of the 209 companies in the same industries, whose stack Alion knows, that use each technology.

Kubernetes36%
LLM38%
Python78%
Runway1%
MLFlow11%
PyTorch42%
vLLM7%
Linux36%
LiteLLM1%
SQL38%

What sets MakinaRocks apart

Runway1%
LiteLLM1%

Questions about the MakinaRocks tech stack

What programming languages does MakinaRocks use?

The languages named in MakinaRocks job postings are Python (39%), SQL (17%), Go (6%), as a share of the 18 postings of the last 12 months.

Does MakinaRocks use PyTorch?

Yes. PyTorch is named in 4 of 18 job postings (22%) and required in 4 of them.

What cloud and platforms does MakinaRocks use?

The cloud and platforms named in MakinaRocks job postings are Kubernetes (12), Runway (7), MLFlow (4) (postings in brackets).

What skills do you need for a Solutions job at MakinaRocks?

Solutions postings at MakinaRocks most often require Kubernetes (5), LLM (3), PyTorch (3), ArgoCD (2), out of 7 postings in the last 12 months.

Is the MakinaRocks tech stack changing?

Yes. LiteLLM, Langfuse, vLLM, Argo Workflows first appeared in MakinaRocks job postings in the last six months.

How modern is the MakinaRocks tech stack?

MakinaRocks scores 81 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: 2; legacy ones: 0.

How does Alion know the MakinaRocks tech stack?

Alion reads every job posting MakinaRocks publishes and tags the technologies each one names. The figures on this page count the 18 postings of the last 12 months and were updated on Nov 15, 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, "MakinaRocks tech stack: 67 technologies from 18 job postings", as of Nov 15, 2026. https://alion.io/company/makinarocks/technologies

Licence: CC BY-SA 4.0JSON