Artificial Seed tech stack

Artificial Seed builds mostly with Python, SQL, Go, C++. Its stack also includes Apache Kafka, ClickHouse, PostgreSQL, GitHub. Python is named in 18 of the 19 job postings Artificial Seed published in the last 12 months (95%). Counted by Alion from the job postings of Artificial Seed, updated Sep 30, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 30, 2026
Technologies in use
73
Postings analysed
19
Open now
9
Modernity
77 /100

What programming languages does Artificial Seed use?

Python is named in 95% of job postings at Artificial Seed, followed by SQL (37%), Go (16%), C++ (11%).

Python 18 95% required in 89% · 8 open now · since Jul 2026
SQL 7 37% required in 71% · 2 open now · since Aug 2026
Go 3 16% required in 100% · 1 open now · since Aug 2026
C++ 2 11% required in 100% · 1 open now · since Aug 2026
TypeScript 2 11% required in 50% · 2 open now · since Sep 2026
Cython 2 11% optional · 1 open now · since Aug 2026
Node JS 1 5% required in 100% · 1 open now · since Sep 2026
JavaScript 1 5% optional · 1 open now · since Sep 2026

What frameworks and libraries does Artificial Seed use?

FastAPI is named in 21% of job postings at Artificial Seed, followed by NumPy (21%), SQLAlchemy (16%), Asio (11%).

FastAPI 4 21% required in 100% · 2 open now · since Aug 2026
NumPy 4 21% required in 100% · 1 open now · since Aug 2026
SQLAlchemy 3 16% required in 100% · 1 open now · since Aug 2026
Asio 2 11% required in 100% · 1 open now · since Aug 2026
JAX 2 11% required in 100% · since Aug 2026
OpenGL 2 11% required in 100% · 1 open now · since Aug 2026
PyTorch 2 11% required in 100% · since Aug 2026
Qt 2 11% required in 100% · 1 open now · since Aug 2026
Show all (18)
RLlib2
STL2
Stable-Baselines32
TensorFlow2
Transformers2
MuJoCo2
PyBullet2
Ray2
Asyncio1
Litestar1

What databases does Artificial Seed use?

ClickHouse is named in 32% of job postings at Artificial Seed, followed by PostgreSQL (32%), Redis (21%), OpenSearch (11%).

ClickHouse 6 32% required in 100% · 3 open now · since Aug 2026
PostgreSQL 6 32% required in 100% · 3 open now · since Aug 2026
Redis 4 21% required in 100% · 2 open now · since Aug 2026
OpenSearch 2 11% required in 100% · 1 open now · since Aug 2026
ElasticSearch 2 11% optional · 1 open now · since Aug 2026

What cloud and platforms does Artificial Seed use?

Apache Kafka is named in 32% of job postings at Artificial Seed, followed by GitHub (26%), Linux (21%), RabbitMQ (21%).

Apache Kafka 6 32% required in 100% · 3 open now · since Aug 2026
GitHub 5 26% optional · 2 open now · since Jul 2026
Linux 4 21% required in 100% · 3 open now · since Aug 2026
RabbitMQ 4 21% required in 100% · 2 open now · since Aug 2026
Unix 3 16% required in 100% · 2 open now · since Aug 2026
Grafana 3 16% required in 67% · 2 open now · since Aug 2026
Kubernetes 2 11% required in 50% · 2 open now · since Sep 2026
GitLab CI 1 5% required in 100% · 1 open now · since Sep 2026
Show all (11)
OpenAI1
AWS1
GCP1

What developer tools does Artificial Seed use?

Docker is named in 32% of job postings at Artificial Seed, followed by Ansible (16%), Prometheus (16%), CMake (11%).

Docker 6 32% required in 33% · 4 open now · since Aug 2026
Ansible 3 16% required in 100% · 2 open now · since Aug 2026
Prometheus 3 16% required in 67% · 2 open now · since Aug 2026
CMake 2 11% required in 100% · 1 open now · since Aug 2026
Git 2 11% required in 100% · 1 open now · since Aug 2026
HAProxy 2 11% required in 100% · 1 open now · since Aug 2026
PyBind11 2 11% required in 100% · 1 open now · since Aug 2026
Isaac Gym 2 11% optional · since Aug 2026
Show all (16)
ML-Agents2
Model Context Protocol1
WebSockets1
gRPC1
Alertmanager1
Keycloak1
VictoriaMetrics1
Zabbix1

What AI and ML technologies does Artificial Seed use?

LLM is named in 5% of job postings at Artificial Seed.

LLM 1 5% required in 100% · 1 open now · since Sep 2026

Which engineering practices does Artificial Seed ask for?

NLP is named in 100% of job postings at Artificial Seed, followed by Computer Vision (89%), Machine Learning (26%), CI/CD (26%).

NLP 19 100% required in 100% · 9 open now · since Jul 2026
Computer Vision 17 89% required in 100% · 8 open now · since Jul 2026
Machine Learning 5 26% required in 100% · 2 open now · since Jul 2026
CI/CD 5 26% required in 40% · 2 open now · since Aug 2026
CNN 2 11% required in 100% · since Aug 2026
Reinforcement Learning 2 11% required in 100% · since Aug 2026
AI Agents 1 5% required in 100% · 1 open now · since Sep 2026
BGP 1 5% required in 100% · 1 open now · since Sep 2026
Show all (14)
Prompt Engineering1
RAG1
Structured Outputs1
Tool Use1
VPN1
OSPF1

What does each Artificial Seed team work with?

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

AI/ML

6 postings
Python6
JAX2
NumPy2
PyTorch2
RLlib2
SQL2

Backend

5 postings
Python5
Apache Kafka4
ClickHouse4
FastAPI4
PostgreSQL4
RabbitMQ4

Data Science

4 postings
Python4
Ansible2
Apache Kafka2
ClickHouse2
Git2
Grafana2

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How modern is the Artificial Seed stack?

Cutting-edge AI adopter 77/100

Artificial Seed scores 77 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 Artificial Seed stack in its industry?

Share of the 394 companies in the same industries, whose stack Alion knows, that use each technology.

Python74%
SQL44%
Apache Kafka17%
ClickHouse6%
PostgreSQL32%
GitHub26%
FastAPI15%
Linux36%
NumPy12%
RabbitMQ7%

What sets Artificial Seed apart

SQLAlchemy3%

Questions about the Artificial Seed tech stack

What programming languages does Artificial Seed use?

The languages named in Artificial Seed job postings are Python (95%), SQL (37%), Go (16%), C++ (11%), TypeScript (11%), as a share of the 19 postings of the last 12 months.

Does Artificial Seed use FastAPI?

Yes. FastAPI is named in 4 of 19 job postings (21%) and required in 4 of them.

What cloud and platforms does Artificial Seed use?

The cloud and platforms named in Artificial Seed job postings are Apache Kafka (6), GitHub (5), Linux (4) (postings in brackets).

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

AI/ML postings at Artificial Seed most often require Python (6), JAX (2), NumPy (2), PyTorch (2), out of 6 postings in the last 12 months.

Is the Artificial Seed tech stack changing?

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

How modern is the Artificial Seed tech stack?

Artificial Seed scores 77 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 Artificial Seed tech stack?

Alion reads every job posting Artificial Seed publishes and tags the technologies each one names. The figures on this page count the 19 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, "Artificial Seed tech stack: 73 technologies from 19 job postings", as of Sep 30, 2026. https://alion.io/company/artificial-seed/technologies

Licence: CC BY-SA 4.0JSON