DOZ tech stack

DOZ builds mostly with SQL, Python. Its stack also includes Azure, Apache Kafka, Oracle, AWS Strands Agents. Apache Kafka is named in 2 of the 3 job postings DOZ published in the last 12 months (67%). Counted by Alion from the job postings of DOZ, updated Oct 31, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 31, 2026
Technologies in use
36
Postings analysed
3
Open now
2
Modernity
81 /100
New in 6 months
5

What programming languages does DOZ use?

SQL is named in 33% of job postings at DOZ, followed by Python (33%).

SQL 1 33% required in 100% · since Jul 2026
Python 1 33% optional · 1 open now · since Oct 2026

What frameworks and libraries does DOZ use?

AWS Strands Agents is named in 33% of job postings at DOZ, followed by LangChain (33%), NumPy (33%), Pandas (33%).

AWS Strands Agents 1 33% required in 100% · 1 open now · since Oct 2026
LangChain 1 33% required in 100% · 1 open now · since Oct 2026
NumPy 1 33% required in 100% · 1 open now · since Oct 2026
Pandas 1 33% required in 100% · 1 open now · since Oct 2026
PyTorch 1 33% required in 100% · 1 open now · since Oct 2026
Pydantic AI 1 33% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 33% required in 100% · 1 open now · since Oct 2026
Dagster 1 33% optional · 1 open now · since Oct 2026

What databases does DOZ use?

Oracle is named in 33% of job postings at DOZ.

Oracle 1 33% required in 100% · since Jul 2026

What cloud and platforms does DOZ use?

Azure is named in 67% of job postings at DOZ, followed by Apache Kafka (67%), Databricks (67%), Grafana (67%).

Azure 2 67% required in 100% · 2 open now · since Oct 2026
Apache Kafka 2 67% required in 50% · 2 open now · since Oct 2026
Databricks 2 67% required in 50% · 2 open now · since Oct 2026
Grafana 2 67% required in 50% · 1 open now · since Jul 2026
Spark 2 67% required in 50% · 2 open now · since Oct 2026
Azure AKS 1 33% required in 100% · 1 open now · since Oct 2026
Azure DevOps 1 33% required in 100% · 1 open now · since Oct 2026
GitHub Actions 1 33% required in 100% · 1 open now · since Oct 2026
Show all (13)
GitLab1
Kubernetes1
SonarQube1
Airflow1
MLFlow1

What developer tools does DOZ use?

Docker is named in 33% of job postings at DOZ, followed by Terraform (33%), Zabbix (33%), pySpark (33%).

Docker 1 33% required in 100% · 1 open now · since Oct 2026
Terraform 1 33% required in 100% · 1 open now · since Oct 2026
Zabbix 1 33% required in 100% · since Jul 2026
pySpark 1 33% required in 100% · 1 open now · since Oct 2026
Prometheus 1 33% optional · 1 open now · since Oct 2026

What AI and ML technologies does DOZ use?

LLM is named in 33% of job postings at DOZ.

LLM 1 33% required in 100% · since Jul 2026

Which engineering practices does DOZ ask for?

CI/CD is named in 67% of job postings at DOZ, followed by AI Agents (33%), ETL/ELT (33%), Function Calling (33%).

CI/CD 2 67% required in 100% · 2 open now · since Oct 2026
AI Agents 1 33% required in 100% · 1 open now · since Oct 2026
ETL/ELT 1 33% required in 100% · 1 open now · since Oct 2026
Function Calling 1 33% required in 100% · 1 open now · since Oct 2026
NLP 1 33% required in 100% · 1 open now · since Oct 2026
RAG 1 33% required in 100% · 1 open now · since Oct 2026

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How is the DOZ 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
AzureOct 2026
CI/CDOct 2026
Apache KafkaOct 2026
DatabricksOct 2026
SparkOct 2026

How modern is the DOZ stack?

Cutting-edge AI adopter 81/100

DOZ 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: 1; legacy ones: 0.

How common is the DOZ stack in its industry?

Share of the 238 companies in the same industries, whose stack Alion knows, that use each technology.

Apache Kafka15%
Azure29%
Databricks11%
Grafana9%
Spark11%
AWS Strands Agents1%
Airflow5%
Azure AKS4%
Azure DevOps10%
Dagster3%

Questions about the DOZ tech stack

What programming languages does DOZ use?

The languages named in DOZ job postings are SQL (33%), Python (33%), as a share of the 3 postings of the last 12 months.

Does DOZ use Azure?

Yes. Azure is named in 2 of 3 job postings (67%) and required in 2 of them.

What cloud and platforms does DOZ use?

The cloud and platforms named in DOZ job postings are Azure (2), Apache Kafka (2), Databricks (2) (postings in brackets).

Is the DOZ tech stack changing?

Yes. Azure, CI/CD, Apache Kafka, Databricks first appeared in DOZ job postings in the last six months.

How modern is the DOZ tech stack?

DOZ 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: 1; legacy ones: 0.

How does Alion know the DOZ tech stack?

Alion reads every job posting DOZ publishes and tags the technologies each one names. The figures on this page count the 3 postings of the last 12 months and were updated on Oct 31, 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, "DOZ tech stack: 36 technologies from 3 job postings", as of Oct 31, 2026. https://alion.io/company/doz-s-a/technologies

Licence: CC BY-SA 4.0JSON