Articul8 tech stack

Articul8 builds mostly with Python, JavaScript, Node JS, Ruby. Its stack also includes DeepSpeed, FSDP, AWS, Azure. LLM is named in 18 of the 20 job postings Articul8 published in the last 12 months (90%). Counted by Alion from the job postings of Articul8, updated Sep 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 28, 2026
Technologies in use
70
Postings analysed
20
Open now
20
Modernity
76 /100

What programming languages does Articul8 use?

Python is named in 85% of job postings at Articul8, followed by JavaScript (20%), Node JS (20%), Ruby (20%).

Python 17 85% required in 76% · 17 open now · since May 2026
JavaScript 4 20% optional · 4 open now · since May 2026
Node JS 4 20% optional · 4 open now · since May 2026
Ruby 4 20% optional · 4 open now · since May 2026
Go 2 10% optional · 2 open now · since May 2026
Java 2 10% optional · 2 open now · since May 2026

What frameworks and libraries does Articul8 use?

DeepSpeed is named in 45% of job postings at Articul8, followed by FSDP (45%), PyTorch (35%), Megatron-LM (30%).

DeepSpeed 9 45% required in 67% · 9 open now · since May 2026
FSDP 9 45% required in 67% · 9 open now · since May 2026
PyTorch 7 35% required in 57% · 7 open now · since May 2026
Megatron-LM 6 30% required in 100% · 6 open now · since May 2026
Django 2 10% optional · 2 open now · since May 2026
Express 2 10% optional · 2 open now · since May 2026
FastAPI 2 10% optional · 2 open now · since May 2026
Flask 2 10% optional · 2 open now · since May 2026
Show all (13)
Spring Boot2
Hadoop1
Ray1
Scrapy1
Selenium1

What databases does Articul8 use?

ElasticSearch is named in 10% of job postings at Articul8, followed by MySQL (10%), PostgreSQL (10%), Redis (10%).

ElasticSearch 2 10% optional · 2 open now · since May 2026
MySQL 2 10% optional · 2 open now · since May 2026
PostgreSQL 2 10% optional · 2 open now · since May 2026
Redis 2 10% optional · 2 open now · since May 2026
Snowflake 1 5% required in 100% · 1 open now · since Apr 2026

What cloud and platforms does Articul8 use?

AWS is named in 40% of job postings at Articul8, followed by Azure (40%), GCP (40%), Kubernetes (40%).

AWS 8 40% required in 13% · 8 open now · since Apr 2026
Azure 8 40% required in 13% · 8 open now · since Apr 2026
GCP 8 40% required in 13% · 8 open now · since Apr 2026
Kubernetes 8 40% required in 13% · 8 open now · since May 2026
Docker Swarm 4 20% optional · 4 open now · since May 2026
Grafana 2 10% optional · 2 open now · since May 2026
Kibana 2 10% optional · 2 open now · since May 2026
Databricks 1 5% required in 100% · 1 open now · since Apr 2026
Show all (10)
GitHub1
Runway1

What developer tools does Articul8 use?

Docker is named in 25% of job postings at Articul8, followed by Git (15%), Ansible (10%), Chef (10%).

Docker 5 25% required in 20% · 5 open now · since May 2026
Git 3 15% required in 100% · 3 open now · since May 2026
Ansible 2 10% optional · 2 open now · since May 2026
Chef 2 10% optional · 2 open now · since May 2026
CloudFormation 2 10% optional · 2 open now · since May 2026
GraphQL 2 10% optional · 2 open now · since May 2026
Logstash 2 10% optional · 2 open now · since May 2026
Prometheus 2 10% optional · 2 open now · since May 2026
Show all (12)
Puppet2
Rest API2
Terraform2
Model Context Protocol1

What AI and ML technologies does Articul8 use?

LLM is named in 90% of job postings at Articul8.

LLM 18 90% required in 56% · 18 open now · since Apr 2026

Which engineering practices does Articul8 ask for?

AI Agents is named in 90% of job postings at Articul8, followed by Multimodal AI (90%), Machine Learning (70%), LLM Evaluation (60%).

AI Agents 18 90% required in 72% · 18 open now · since Apr 2026
Multimodal AI 18 90% required in 33% · 18 open now · since Apr 2026
Machine Learning 14 70% required in 100% · 14 open now · since Apr 2026
LLM Evaluation 12 60% required in 100% · 12 open now · since May 2026
Reward Modeling 12 60% required in 100% · 12 open now · since May 2026
CI/CD 10 50% required in 60% · 10 open now · since May 2026
Post-training 9 45% required in 67% · 9 open now · since May 2026
DPO 9 45% required in 33% · 9 open now · since May 2026
Show all (23)
RLHF9
Fine-tuning7
Knowledge Graph7
NLP6
Reinforcement Learning6
Agentic Workflows4
RAG4
Tool Use4
Computer Vision3
Function Calling3
Pre-training3
SFT3
Configuration Management2
FinOps1
Synthetic Data1

What does each Articul8 team work with?

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

AI/ML

13 postings
Python13
LLM9
DeepSpeed6
FSDP6
Megatron-LM6
PyTorch4

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How modern is the Articul8 stack?

Cutting-edge AI adopter 76/100

Articul8 scores 76 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 Articul8 stack in its industry?

Share of the 355 companies in the same industries, whose stack Alion knows, that use each technology.

LLM57%
Python72%
DeepSpeed10%
FSDP10%
AWS56%
Azure40%
GCP45%
Kubernetes48%
PyTorch36%
Megatron-LM6%

What sets Articul8 apart

Docker Swarm1%

Questions about the Articul8 tech stack

What programming languages does Articul8 use?

The languages named in Articul8 job postings are Python (85%), JavaScript (20%), Node JS (20%), Ruby (20%), Go (10%), as a share of the 20 postings of the last 12 months.

Does Articul8 use DeepSpeed?

Yes. DeepSpeed is named in 9 of 20 job postings (45%) and required in 6 of them.

What cloud and platforms does Articul8 use?

The cloud and platforms named in Articul8 job postings are AWS (8), Azure (8), GCP (8) (postings in brackets).

What skills do you need for a AI/ML job at Articul8?

AI/ML postings at Articul8 most often require Python (13), LLM (9), DeepSpeed (6), FSDP (6), out of 13 postings in the last 12 months.

Is the Articul8 tech stack changing?

No new technology has appeared in Articul8 job postings in the last six months.

How modern is the Articul8 tech stack?

Articul8 scores 76 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 Articul8 tech stack?

Alion reads every job posting Articul8 publishes and tags the technologies each one names. The figures on this page count the 20 postings of the last 12 months and were updated on Sep 28, 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, "Articul8 tech stack: 70 technologies from 20 job postings", as of Sep 28, 2026. https://alion.io/company/articul8/technologies

Licence: CC BY-SA 4.0JSON