OCTO Technology tech stack

OCTO Technology builds mostly with Python, Java, SQL, JavaScript. Its stack also includes Kubernetes, GCP, PoC Library, PyTorch. Python is named in 16 of the 33 job postings OCTO Technology published in the last 12 months (48%). Counted by Alion from the job postings of OCTO Technology, updated Sep 27, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Sep 27, 2026
Technologies in use
81
Postings analysed
33
Open now
30
Modernity
84 /100
New in 6 months
8

What programming languages does OCTO Technology use?

Python is named in 48% of job postings at OCTO Technology, followed by Java (12%), SQL (12%), JavaScript (12%).

Python 16 48% required in 100% · 15 open now · since Dec 2025
Java 4 12% required in 100% · 4 open now · since Dec 2025
SQL 4 12% required in 100% · 3 open now · since Jan 2026
JavaScript 4 12% required in 25% · 4 open now · since Dec 2025
TypeScript 2 6% optional · 2 open now · since Dec 2025

What frameworks and libraries does OCTO Technology use?

PoC Library is named in 9% of job postings at OCTO Technology, followed by PyTorch (9%), Angular (6%), Transformers (6%).

PoC Library 3 9% required in 100% · 3 open now · since Aug 2026
PyTorch 3 9% required in 100% · 3 open now · since Aug 2026
Angular 2 6% required in 100% · 2 open now · since Dec 2025
Transformers 2 6% required in 100% · 2 open now · since Aug 2026
Bootstrap 1 3% required in 100% · 1 open now · since Aug 2026
ExecuTorch 1 3% required in 100% · 1 open now · since Sep 2026
Hadoop 1 3% required in 100% · 1 open now · since Jan 2026
MLX ML 1 3% required in 100% · 1 open now · since Sep 2026
Show all (13)
Micronaut1
NeMo Guardrails1
Quarkus1
SGLang1
Spring Boot1

What databases does OCTO Technology use?

Amazon Redshift is named in 3% of job postings at OCTO Technology, followed by BigQuery (3%), Google BigQuery (3%), Snowflake (3%).

Amazon Redshift 1 3% required in 100% · 1 open now · since Jan 2026
BigQuery 1 3% required in 100% · 1 open now · since Jan 2026
Google BigQuery 1 3% required in 100% · 1 open now · since Jan 2026
Snowflake 1 3% required in 100% · 1 open now · since Jan 2026

What cloud and platforms does OCTO Technology use?

Kubernetes is named in 21% of job postings at OCTO Technology, followed by GCP (18%), Scaleway (18%), AWS (15%).

Kubernetes 7 21% required in 100% · 7 open now · since Jan 2026
GCP 6 18% required in 100% · 5 open now · since Jan 2026
Scaleway 6 18% required in 100% · 6 open now · since Aug 2026
AWS 5 15% required in 100% · 4 open now · since Jan 2026
Azure 5 15% required in 100% · 4 open now · since Jan 2026
Linux 4 12% required in 100% · 4 open now · since Aug 2026
Figma 3 9% required in 100% · 2 open now · since Aug 2026
Anthropic 1 3% required in 100% · 1 open now · since Aug 2026
Show all (15)
GitHub1
GitLab1
GraalVM1
MLFlow1
OpenAI1
Prefect1
vLLM1

What developer tools does OCTO Technology use?

Git is named in 21% of job postings at OCTO Technology, followed by Terraform (15%), AgentOps (9%), Model Context Protocol (9%).

Git 7 21% required in 100% · 7 open now · since Jan 2026
Terraform 5 15% required in 100% · 5 open now · since Jan 2026
AgentOps 3 9% required in 100% · 2 open now · since Mar 2026
Model Context Protocol 3 9% required in 100% · 2 open now · since Jun 2026
Rest API 3 9% required in 100% · 3 open now · since Aug 2026
Ansible 2 6% required in 100% · 2 open now · since Sep 2026
dbt 2 6% required in 100% · 2 open now · since Aug 2026
Aider 1 3% required in 100% · 1 open now · since Sep 2026
Show all (18)
Alteryx1
Checkov1
Copilot1
Docker1
FluxCD1
Promptfoo1
Pulumi1
TensorRT1
TestFlight1
llama.cpp1

What AI and ML technologies does OCTO Technology use?

LLM is named in 30% of job postings at OCTO Technology, followed by AWQ (3%), Claude (3%), GPTQ (3%).

LLM 10 30% required in 100% · 10 open now · since Aug 2026
AWQ 1 3% required in 100% · 1 open now · since Sep 2026
Claude 1 3% required in 100% · since Mar 2026
GPTQ 1 3% required in 100% · 1 open now · since Sep 2026
VLM 1 3% required in 100% · 1 open now · since Sep 2026

Which engineering practices does OCTO Technology ask for?

CI/CD is named in 21% of job postings at OCTO Technology, followed by AI Agents (18%), RAG (12%), Computer Vision (6%).

CI/CD 7 21% required in 100% · 6 open now · since Jan 2026
AI Agents 6 18% required in 100% · 5 open now · since Mar 2026
RAG 4 12% required in 100% · 4 open now · since Sep 2026
Computer Vision 2 6% required in 100% · 2 open now · since Aug 2026
FinOps 2 6% required in 100% · 2 open now · since Aug 2026
LLMOps 2 6% required in 100% · 2 open now · since Sep 2026
World Models 2 6% required in 100% · 2 open now · since Aug 2026
AIOps 1 3% required in 100% · 1 open now · since Aug 2026
Show all (21)
Context Engineering1
EU AI Act1
Fine-tuning1
GitOps1
Human-in-the-Loop1
IAM1
KV Cache1
LLM Guardrails1
NIST AI RMF1
Platform Engineering1
Prompt Engineering1
Red Teaming1
Text-to-Speech1

What does each OCTO Technology team work with?

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

Early Careers

11 postings
Python6
LLM4
PyTorch3
Git2
Linux2
PoC Library2

AI/ML

7 postings
Python5
LLM4
AgentOps2
GCP2
Git2
Kubernetes2

DevOps

3 postings
Kubernetes3
Terraform3
Git2

Data Science

3 postings
Python2
SQL2

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How much does OCTO Technology pay by technology?

Median stated pay of the postings that name each technology, against the median of all OCTO Technology postings with stated pay: $21k across 25 postings.

TechnologyPostings with payMedianvs company median
Python14$21k0%
LLM10$21k0%
Kubernetes6$56k+172%
Scaleway6$53k+158%

How is the OCTO Technology 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
LLMOpsSep 2026
AnsibleSep 2026
RAGSep 2026
Rest APIAug 2026
FinOpsAug 2026
FigmaAug 2026
PoC LibraryAug 2026
PyTorchAug 2026

How modern is the OCTO Technology stack?

Cutting-edge AI adopter 84/100

OCTO Technology scores 84 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: 5; legacy ones: 0.

How common is the OCTO Technology stack in its industry?

Share of the 161 companies in the same industries, whose stack Alion knows, that use each technology.

Python32%
LLM19%
Kubernetes14%
GCP15%
Scaleway1%
AWS20%
Azure17%
Java11%
JavaScript30%
Linux9%

What sets OCTO Technology apart

Scaleway1%
PoC Library2%

Questions about the OCTO Technology tech stack

What programming languages does OCTO Technology use?

The languages named in OCTO Technology job postings are Python (48%), Java (12%), SQL (12%), JavaScript (12%), TypeScript (6%), as a share of the 33 postings of the last 12 months.

Does OCTO Technology use PoC Library?

Yes. PoC Library is named in 3 of 33 job postings (9%) and required in 3 of them.

What cloud and platforms does OCTO Technology use?

The cloud and platforms named in OCTO Technology job postings are Kubernetes (7), GCP (6), Scaleway (6) (postings in brackets).

What skills do you need for a Early Careers job at OCTO Technology?

Early Careers postings at OCTO Technology most often require Python (6), LLM (4), PyTorch (3), Git (2), out of 11 postings in the last 12 months.

Is the OCTO Technology tech stack changing?

Yes. LLMOps, Ansible, RAG, Rest API first appeared in OCTO Technology job postings in the last six months.

How modern is the OCTO Technology tech stack?

OCTO Technology scores 84 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: 5; legacy ones: 0.

How does Alion know the OCTO Technology tech stack?

Alion reads every job posting OCTO Technology publishes and tags the technologies each one names. The figures on this page count the 33 postings of the last 12 months and were updated on Sep 27, 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, "OCTO Technology tech stack: 81 technologies from 33 job postings", as of Sep 27, 2026. https://alion.io/company/octo-technology/technologies

Licence: CC BY-SA 4.0JSON