OREDATA tech stack

OREDATA builds mostly with Python, SQL. Its stack also includes GCP, Apache Kafka, MS SQL, Apache Iceberg. Apache Kafka is named in 6 of the 7 job postings OREDATA published in the last 12 months (86%). Counted by Alion from the job postings of OREDATA, updated Oct 15, 2026.

Source: Alion Coverage: the company's job postings of the last 12 months Oct 15, 2026
Technologies in use
35
Postings analysed
7
Open now
4
Modernity
78 /100

What programming languages does OREDATA use?

Python is named in 43% of job postings at OREDATA, followed by SQL (43%).

Python 3 43% required in 100% · 2 open now · since Aug 2026
SQL 3 43% required in 100% · 2 open now · since Aug 2026

What frameworks and libraries does OREDATA use?

Hadoop is named in 14% of job postings at OREDATA, followed by LightGBM (14%), Scikit-learn (14%), Triton (14%).

Hadoop 1 14% required in 100% · 1 open now · since Sep 2026
LightGBM 1 14% required in 100% · 1 open now · since Oct 2026
Scikit-learn 1 14% required in 100% · 1 open now · since Oct 2026
Triton 1 14% required in 100% · 1 open now · since Aug 2026
XGBoost 1 14% required in 100% · 1 open now · since Oct 2026
MLlib 1 14% optional · 1 open now · since Oct 2026

What databases does OREDATA use?

MS SQL is named in 14% of job postings at OREDATA, followed by Apache Iceberg (14%).

MS SQL 1 14% required in 100% · since Aug 2026
Apache Iceberg 1 14% optional · 1 open now · since Oct 2026

What cloud and platforms does OREDATA use?

GCP is named in 86% of job postings at OREDATA, followed by Apache Kafka (86%), AWS (71%), Azure (71%).

GCP 6 86% required in 83% · 3 open now · since Aug 2026
Apache Kafka 6 86% required in 50% · 3 open now · since Aug 2026
AWS 5 71% required in 100% · 2 open now · since Aug 2026
Azure 5 71% required in 100% · 2 open now · since Aug 2026
OpenShift 2 29% required in 50% · 2 open now · since Aug 2026
Hugging Face 1 14% required in 100% · 1 open now · since Aug 2026
Kubernetes 1 14% required in 100% · 1 open now · since Aug 2026
Spark 1 14% required in 100% · 1 open now · since Oct 2026
Show all (10)
vLLM1
Amazon S31

What developer tools does OREDATA use?

SSIS is named in 29% of job postings at OREDATA, followed by Docker (14%), Git (14%), pySpark (14%).

SSIS 2 29% required in 100% · since Aug 2026
Docker 1 14% required in 100% · 1 open now · since Aug 2026
Git 1 14% required in 100% · 1 open now · since Aug 2026
pySpark 1 14% required in 100% · 1 open now · since Oct 2026

What AI and ML technologies does OREDATA use?

LLM is named in 14% of job postings at OREDATA.

LLM 1 14% required in 100% · 1 open now · since Aug 2026

Which engineering practices does OREDATA ask for?

ETL/ELT is named in 43% of job postings at OREDATA, followed by CI/CD (29%), Machine Learning (29%), Embeddings (14%).

ETL/ELT 3 43% required in 100% · 1 open now · since Aug 2026
CI/CD 2 29% required in 100% · 2 open now · since Aug 2026
Machine Learning 2 29% required in 100% · 2 open now · since Aug 2026
Embeddings 1 14% required in 100% · 1 open now · since Aug 2026
Function Calling 1 14% required in 100% · 1 open now · since Aug 2026
Quantization 1 14% required in 100% · 1 open now · since Aug 2026
RAG 1 14% required in 100% · 1 open now · since Aug 2026
Recommender Systems 1 14% required in 100% · 1 open now · since Oct 2026
Show all (10)
Tool Use1
Feature Store1

What does each OREDATA team work with?

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

Data Science

3 postings
AWS3
Apache Kafka3
Azure3
GCP3
SQL2
SSIS2

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How modern is the OREDATA stack?

Cutting-edge AI adopter 78/100

OREDATA scores 78 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 OREDATA stack in its industry?

Share of the 607 companies in the same industries, whose stack Alion knows, that use each technology.

Apache Kafka27%
GCP49%
AWS59%
Azure61%
Python73%
SQL72%
OpenShift6%
Amazon S319%
Apache Iceberg5%
Hadoop14%

Questions about the OREDATA tech stack

What programming languages does OREDATA use?

The languages named in OREDATA job postings are Python (43%), SQL (43%), as a share of the 7 postings of the last 12 months.

Does OREDATA use GCP?

Yes. GCP is named in 6 of 7 job postings (86%) and required in 5 of them.

What cloud and platforms does OREDATA use?

The cloud and platforms named in OREDATA job postings are GCP (6), Apache Kafka (6), AWS (5) (postings in brackets).

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

Data Science postings at OREDATA most often require AWS (3), Apache Kafka (3), Azure (3), GCP (3), out of 3 postings in the last 12 months.

Is the OREDATA tech stack changing?

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

How modern is the OREDATA tech stack?

OREDATA scores 78 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 OREDATA tech stack?

Alion reads every job posting OREDATA publishes and tags the technologies each one names. The figures on this page count the 7 postings of the last 12 months and were updated on Oct 15, 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, "OREDATA tech stack: 35 technologies from 7 job postings", as of Oct 15, 2026. https://alion.io/company/oredata/technologies

Licence: CC BY-SA 4.0JSON