Apeiro tech stack

Apeiro builds mostly with SQL, Python, TypeScript, JavaScript. Its stack also includes ClickHouse, Google BigQuery, NumPy, Pandas. SQL is named in 5 of the 8 job postings Apeiro published in the last 12 months (63%). Counted by Alion from the job postings of Apeiro, updated Oct 28, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 28, 2026
Technologies in use
63
Postings analysed
8
Open now
7
Modernity
74 /100
New in 6 months
8

What programming languages does Apeiro use?

SQL is named in 63% of job postings at Apeiro, followed by Python (50%), TypeScript (25%), JavaScript (25%).

SQL 5 63% required in 100% · 4 open now · since Jul 2026
Python 4 50% required in 75% · 3 open now · since Jul 2026
TypeScript 2 25% required in 100% · 2 open now · since Oct 2026
JavaScript 2 25% optional · 2 open now · since Oct 2026
Node JS 2 25% optional · 2 open now · since Oct 2026
Java 1 13% required in 100% · 1 open now · since Oct 2026

What frameworks and libraries does Apeiro use?

NumPy is named in 50% of job postings at Apeiro, followed by Pandas (50%), Scikit-learn (50%), Nest.JS (25%).

NumPy 4 50% required in 75% · 3 open now · since Jul 2026
Pandas 4 50% required in 75% · 3 open now · since Jul 2026
Scikit-learn 4 50% required in 75% · 3 open now · since Jul 2026
Nest.JS 2 25% required in 100% · 2 open now · since Oct 2026
Dagster 2 25% required in 50% · 1 open now · since Jul 2026
LangChain 2 25% optional · 2 open now · since Oct 2026
LlamaIndex 2 25% optional · 2 open now · since Oct 2026
FastAPI 1 13% required in 100% · since Jul 2026
Show all (10)
React.js1
SQLAlchemy1

What databases does Apeiro use?

ClickHouse is named in 50% of job postings at Apeiro, followed by Google BigQuery (50%), Snowflake (50%), DuckDB (38%).

ClickHouse 4 50% required in 75% · 3 open now · since Jul 2026
Google BigQuery 4 50% required in 75% · 3 open now · since Jul 2026
Snowflake 4 50% required in 75% · 3 open now · since Jul 2026
DuckDB 3 38% required in 100% · 2 open now · since Jul 2026
Apache Iceberg 1 13% required in 100% · since Jul 2026
Oracle 1 13% required in 100% · 1 open now · since Oct 2026
PostgreSQL 1 13% required in 100% · 1 open now · since Oct 2026

What cloud and platforms does Apeiro use?

Prefect is named in 25% of job postings at Apeiro, followed by Apache Kafka (13%), Grafana (13%), Kubernetes (13%).

Prefect 2 25% optional · 1 open now · since Jul 2026
Apache Kafka 1 13% required in 100% · since Jul 2026
Grafana 1 13% required in 100% · 1 open now · since Sep 2026
Kubernetes 1 13% required in 100% · 1 open now · since Sep 2026
Linux 1 13% required in 100% · 1 open now · since Sep 2026
SonarQube 1 13% required in 100% · 1 open now · since Sep 2026
Airflow 1 13% optional · since Jul 2026

What developer tools does Apeiro use?

FHIR is named in 50% of job postings at Apeiro, followed by dbt (38%), Git (25%), Rest API (25%).

FHIR 4 50% required in 50% · 3 open now · since Jul 2026
dbt 3 38% required in 33% · 2 open now · since Jul 2026
Git 2 25% required in 100% · 2 open now · since Sep 2026
Rest API 2 25% required in 100% · 1 open now · since Jul 2026
Alertmanager 1 13% required in 100% · 1 open now · since Sep 2026
Docker 1 13% required in 100% · 1 open now · since Oct 2026
HL7 1 13% required in 100% · 1 open now · since Oct 2026
Helm 1 13% required in 100% · 1 open now · since Sep 2026
Show all (21)
JFrog Artifactory1
Jaeger1
Jenkins1
Loki1
Nginx1
OpenStack1
Prometheus1
Sealed Secrets1
Traefik1
Trivy1
cert-manager1
kube-bench1
kube-hunter1

What AI and ML technologies does Apeiro use?

LLM is named in 25% of job postings at Apeiro.

LLM 2 25% required in 100% · 2 open now · since Oct 2026

Which engineering practices does Apeiro ask for?

NLP is named in 38% of job postings at Apeiro, followed by RAG (38%), Embeddings (25%), Hallucination (25%).

NLP 3 38% required in 100% · 3 open now · since Oct 2026
RAG 3 38% required in 100% · 3 open now · since Oct 2026
Embeddings 2 25% optional · 2 open now · since Oct 2026
Hallucination 2 25% optional · 2 open now · since Oct 2026
Machine Learning 2 25% optional · 2 open now · since Oct 2026
Time Series 2 25% optional · 2 open now · since Oct 2026
Blue-Green Deployment 1 13% required in 100% · 1 open now · since Sep 2026
CI/CD 1 13% required in 100% · 1 open now · since Sep 2026
Show all (11)
DNS1
ETL/ELT1
GitOps1

What does each Apeiro team work with?

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

Data Science

4 postings
SQL4
ClickHouse3
DuckDB3
Google BigQuery3
NumPy3
Pandas3

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How is the Apeiro 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
LangChainOct 2026
LlamaIndexOct 2026
Time SeriesOct 2026
NLPOct 2026
RAGOct 2026
LLMOct 2026
Nest.JSOct 2026
TypeScriptOct 2026

How modern is the Apeiro stack?

Modern AI adopter 74/100

Apeiro scores 74 out of 100 (Modern). 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 Apeiro stack in its industry?

Share of the 5,960 companies in the same industries, whose stack Alion knows, that use each technology.

SQL44%
ClickHouse4%
Google BigQuery6%
NumPy4%
Pandas4%
Python43%
Scikit-learn5%
Snowflake8%
DuckDB0%
Dagster1%

What sets Apeiro apart

ClickHouse4%
NumPy4%
Pandas4%
DuckDB0%

Questions about the Apeiro tech stack

What programming languages does Apeiro use?

The languages named in Apeiro job postings are SQL (63%), Python (50%), TypeScript (25%), JavaScript (25%), Node JS (25%), as a share of the 8 postings of the last 12 months.

Does Apeiro use NumPy?

Yes. NumPy is named in 4 of 8 job postings (50%) and required in 3 of them.

What cloud and platforms does Apeiro use?

The cloud and platforms named in Apeiro job postings are Prefect (2), Apache Kafka (1), Grafana (1) (postings in brackets).

What skills do you need for a Data Science job at Apeiro?

Data Science postings at Apeiro most often require SQL (4), ClickHouse (3), DuckDB (3), Google BigQuery (3), out of 4 postings in the last 12 months.

Is the Apeiro tech stack changing?

Yes. LangChain, LlamaIndex, Time Series, NLP first appeared in Apeiro job postings in the last six months.

How modern is the Apeiro tech stack?

Apeiro scores 74 out of 100 (Modern). 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 Apeiro tech stack?

Alion reads every job posting Apeiro publishes and tags the technologies each one names. The figures on this page count the 8 postings of the last 12 months and were updated on Oct 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, "Apeiro tech stack: 63 technologies from 8 job postings", as of Oct 28, 2026. https://alion.io/company/apeiro/technologies

Licence: CC BY-SA 4.0JSON